From d46f9675aa71fa66d71a91506f57b45e0ff2c233 Mon Sep 17 00:00:00 2001
From: jesse-ux <a740821056@gmail.com>
Date: Wed, 7 Oct 2026 17:47:00 +0800
Subject: [PATCH] fix(rectification): bump scoring identity to scoring-11 after
 D5/D11 (BUG-1260)

---
 .../rectification-agentic/v9/engine-client.ts |    2 +-
 ...ate-anchor.delivery.scoring-11.native.json | 5099 +++++++++++++++++
 ...ated-algorithm-generation-20261002.test.ts |   20 +-
 ...tion-engine-version-cross-midnight.test.ts |   30 +-
 ...rectification-midnight-date-anchor.test.ts |    6 +-
 scripts/rectification/scoring_service.py      |    5 +-
 .../rectification_engine_memoization_v4.json  | 1792 ++++++
 ...sha_transition_proximity_cross_midnight.py |    6 +-
 .../test_rectification_engine_memoization.py  |   47 +-
 tests/test_rectification_relative_support.py  |    4 +-
 10 files changed, 6978 insertions(+), 33 deletions(-)
 create mode 100644 frontend/tests/fixtures/rectification-midnight-date-anchor.delivery.scoring-11.native.json
 create mode 100644 tests/golden/rectification_engine_memoization_v4.json

diff --git a/frontend/src/lib/rectification-agentic/v9/engine-client.ts b/frontend/src/lib/rectification-agentic/v9/engine-client.ts
index 369157fd..af224898 100644
--- a/frontend/src/lib/rectification-agentic/v9/engine-client.ts
+++ b/frontend/src/lib/rectification-agentic/v9/engine-client.ts
@@ -1071,7 +1071,7 @@ export async function runV9Diagnostics(input: {
 // Keep the receipt default aligned with Python's ALGORITHM_VERSION; persisted
 // receipts retain their original identity (this is not a Skill/open gate).
 export const v9EngineVersion = (): string =>
-  process.env.RECTIFICATION_ENGINE_VERSION?.trim() || "rectification-v5-matrix-scoring-10";
+  process.env.RECTIFICATION_ENGINE_VERSION?.trim() || "rectification-v5-matrix-scoring-11";
 
 export type V9RangeReading = Readonly<{
   stableThemes: readonly string[];
diff --git a/frontend/tests/fixtures/rectification-midnight-date-anchor.delivery.scoring-11.native.json b/frontend/tests/fixtures/rectification-midnight-date-anchor.delivery.scoring-11.native.json
new file mode 100644
index 00000000..08bb3c65
--- /dev/null
+++ b/frontend/tests/fixtures/rectification-midnight-date-anchor.delivery.scoring-11.native.json
@@ -0,0 +1,5099 @@
+{
+  "provenance": {
+    "kind": "unmocked_native_engine",
+    "facts": "explicitly_fictional",
+    "generator": "scripts/research/midnight_date_anchor_regression.py --baseline <baseline-worktree> --golden",
+    "algorithm": "rectification-v5-matrix-scoring-11"
+  },
+  "request": {
+    "birth_date": "2000-03-01",
+    "start_time": "23:58",
+    "end_time": "00:02",
+    "lat": 0.0,
+    "lon": 0.0,
+    "tz": 0.0,
+    "candidate_intervals": [
+      {
+        "start_at": "2000-02-29T23:58",
+        "end_at": "2000-03-01T00:02"
+      }
+    ],
+    "events": [
+      {
+        "id": "00000000-0000-4000-8000-000000000001",
+        "domain": "career",
+        "event_kind": "career_entry",
+        "date_start": "2020-01-01",
+        "date_end": "2020-01-01",
+        "precision": "day",
+        "summary": "Fictional career entry for date-contract testing"
+      }
+    ]
+  },
+  "response": {
+    "result_id": "02ff7e05-430f-526d-bc0e-a5420a39986e",
+    "algorithm_version": "rectification-v5-matrix-scoring-11",
+    "event_contract_version": "rectification-event-contract-v2",
+    "decision_policy_version": "rectification-candidate-policy-v4",
+    "calculation_spec": {
+      "version": "rectification-calculation-spec-v5",
+      "birthDate": "2000-03-01",
+      "candidateRange": {
+        "start": "23:58",
+        "end": "00:02"
+      },
+      "latitude": 0,
+      "longitude": 0,
+      "timezoneOffsetHours": 0,
+      "ayanamsa": "raman",
+      "nodeMode": "mean",
+      "minuteStep": 1,
+      "candidateIntervals": [
+        {
+          "start_at": "2000-02-29T23:58",
+          "end_at": "2000-03-01T00:02"
+        }
+      ]
+    },
+    "calculation_spec_hash": "3d616e634005a69c83977a7768272fbdcd198a49c42f490c12d398d019c62225",
+    "candidate_scores": [
+      {
+        "time": "23:58",
+        "score": 1.0813,
+        "supporting_event_ids": [
+          "00000000-0000-4000-8000-000000000001"
+        ],
+        "conflicting_event_ids": []
+      },
+      {
+        "time": "23:59",
+        "score": 0.9213,
+        "supporting_event_ids": [
+          "00000000-0000-4000-8000-000000000001"
+        ],
+        "conflicting_event_ids": []
+      },
+      {
+        "time": "00:00",
+        "score": 0.7347,
+        "supporting_event_ids": [
+          "00000000-0000-4000-8000-000000000001"
+        ],
+        "conflicting_event_ids": []
+      },
+      {
+        "time": "00:01",
+        "score": 0.5747,
+        "supporting_event_ids": [
+          "00000000-0000-4000-8000-000000000001"
+        ],
+        "conflicting_event_ids": []
+      },
+      {
+        "time": "00:02",
+        "score": 0.4547,
+        "supporting_event_ids": [
+          "00000000-0000-4000-8000-000000000001"
+        ],
+        "conflicting_event_ids": []
+      }
+    ],
+    "candidate_decisions": [
+      {
+        "candidate_date": "2000-02-29",
+        "window_index": 0,
+        "window_offset_minutes": 0,
+        "segment_index": 0,
+        "cluster_intervals": [
+          {
+            "segment_index": 0,
+            "start_index": 0,
+            "end_index": 0,
+            "start_offset_minutes": 0,
+            "end_offset_minutes": 0,
+            "start_at": "2000-02-29T23:58",
+            "end_at": "2000-02-29T23:58"
+          }
+        ],
+        "candidate_id": "5a7108e6-ef9e-5459-8d1f-1c4320a98a75",
+        "rank": 1,
+        "time": "23:58",
+        "relative_support": 44,
+        "tied_minute_count": 1,
+        "cluster_times": [
+          "23:58"
+        ],
+        "cluster_start": "23:58",
+        "cluster_end": "23:58"
+      },
+      {
+        "candidate_date": "2000-02-29",
+        "window_index": 1,
+        "window_offset_minutes": 1,
+        "segment_index": 0,
+        "cluster_intervals": [
+          {
+            "segment_index": 0,
+            "start_index": 1,
+            "end_index": 3,
+            "start_offset_minutes": 1,
+            "end_offset_minutes": 3,
+            "start_at": "2000-02-29T23:59",
+            "end_at": "2000-03-01T00:01"
+          }
+        ],
+        "candidate_id": "b0195b47-cb64-5f08-aba5-3372498ddb7c",
+        "rank": 2,
+        "time": "23:59",
+        "relative_support": 37,
+        "tied_minute_count": 1,
+        "cluster_times": [
+          "23:59",
+          "00:00",
+          "00:01"
+        ],
+        "cluster_start": "23:59",
+        "cluster_end": "00:01"
+      },
+      {
+        "candidate_date": "2000-03-01",
+        "window_index": 4,
+        "window_offset_minutes": 4,
+        "segment_index": 0,
+        "cluster_intervals": [
+          {
+            "segment_index": 0,
+            "start_index": 4,
+            "end_index": 4,
+            "start_offset_minutes": 4,
+            "end_offset_minutes": 4,
+            "start_at": "2000-03-01T00:02",
+            "end_at": "2000-03-01T00:02"
+          }
+        ],
+        "candidate_id": "2c5c38ea-b84d-5c5c-8e96-dbb32b92f6e7",
+        "rank": 3,
+        "time": "00:02",
+        "relative_support": 19,
+        "tied_minute_count": 1,
+        "cluster_times": [
+          "00:02"
+        ],
+        "cluster_start": "00:02",
+        "cluster_end": "00:02"
+      }
+    ],
+    "candidate_decision_receipt": {
+      "receipt_version": "candidate-decision-receipt-v2",
+      "contract_version": "v2",
+      "event_contract_version": "rectification-event-contract-v2",
+      "policy_version": "rectification-candidate-policy-v4",
+      "decision_policy_version": "rectification-candidate-policy-v4",
+      "display_allowed": true,
+      "selection_allowed": false,
+      "acceptance_allowed": false,
+      "propose_allowed": false,
+      "confirmation_allowed": false,
+      "accept_allowed": false,
+      "confirm_allowed": false,
+      "representative_candidate_id": "5a7108e6-ef9e-5459-8d1f-1c4320a98a75",
+      "representative_time": "23:58",
+      "overall_confidence": "low",
+      "margin_percent": 14.797,
+      "reasons": [
+        "insufficient_events",
+        "insufficient_domain_diversity",
+        "insufficient_confirmation_events",
+        "insufficient_confirmation_domains",
+        "insufficient_confirmation_margin",
+        "engine_exact_confirmation_not_granted",
+        "external_validation_not_passed",
+        "public_aa_holdout_not_ready"
+      ],
+      "acceptance_reasons": [
+        "insufficient_events",
+        "insufficient_domain_diversity"
+      ],
+      "confirmation_reasons": [
+        "insufficient_confirmation_events",
+        "insufficient_confirmation_domains",
+        "insufficient_confirmation_margin",
+        "engine_exact_confirmation_not_granted",
+        "external_validation_not_passed",
+        "public_aa_holdout_not_ready"
+      ],
+      "tie_policy": {
+        "score_quantum": 0.0001,
+        "absolute_tolerance": 0.0001,
+        "rounding": "ROUND_HALF_UP"
+      },
+      "gates": {
+        "candidate_presence": {
+          "passed": true,
+          "candidate_count": 3
+        },
+        "event_quality": {
+          "passed": false,
+          "scoreable_event_count": 1,
+          "training_event_count": 1,
+          "minimum": 4
+        },
+        "domain_diversity": {
+          "passed": false,
+          "scoreable_domain_count": 1,
+          "minimum": 3,
+          "domains": [
+            "career"
+          ]
+        },
+        "date_quality": {
+          "passed": true,
+          "precision_weight_total": 1.0,
+          "precision_weight_mean": 1.0,
+          "minimum_precision_weight_mean": 0.65,
+          "low_reliability_event_ids": [],
+          "unresolved_conflict_event_ids": []
+        },
+        "unique_top": {
+          "passed": true,
+          "tied_minute_count": 1
+        },
+        "diagnostic_quality": {
+          "passed": true,
+          "minimum_retention": 0.75,
+          "minimum_margin_percent": 10.0,
+          "margin_percent": 14.797,
+          "leave_one_event_out_retention_rate": 1.0,
+          "leave_one_domain_out_retention_rate": 1.0,
+          "date_sensitivity_retention_rate": 1.0
+        },
+        "required_layers": {
+          "passed": true,
+          "missing_layers": [],
+          "skipped_by_policy": []
+        },
+        "exact_confirmation": {
+          "passed": false,
+          "fail_closed": true,
+          "engine_granted": false,
+          "adjacent_passed": true,
+          "indistinguishable_width_minutes": 5,
+          "max_confirmation_width_minutes": 5,
+          "external_validation_status": "not_evaluated",
+          "unique_minute_path": "closed_at_representative",
+          "required_scoreable_events": 4,
+          "required_scoreable_domains": 3,
+          "reason": "engine_and_external_validation_must_explicitly_pass",
+          "holdout": {
+            "sealed_benchmark_id": "minute_rectification_fact_ranker_v4_holdout_v3",
+            "status": "not_ready",
+            "valid_public_aa_cases": 20,
+            "required_cases": 20,
+            "top_1_rate": 0.15,
+            "confirmation_coverage_rate": 0.0
+          }
+        }
+      },
+      "house_table": {
+        "time": "23:58",
+        "lagna": "天蝎座",
+        "houses": [
+          {
+            "house": 1,
+            "sign": "天蝎座",
+            "occupants": []
+          },
+          {
+            "house": 2,
+            "sign": "射手座",
+            "occupants": [
+              "月亮"
+            ]
+          },
+          {
+            "house": 3,
+            "sign": "摩羯座",
+            "occupants": [
+              "金星",
+              "计都"
+            ]
+          },
+          {
+            "house": 4,
+            "sign": "水瓶座",
+            "occupants": [
+              "太阳",
+              "水星"
+            ]
+          },
+          {
+            "house": 5,
+            "sign": "双鱼座",
+            "occupants": [
+              "火星"
+            ]
+          },
+          {
+            "house": 6,
+            "sign": "白羊座",
+            "occupants": [
+              "木星",
+              "土星"
+            ]
+          },
+          {
+            "house": 7,
+            "sign": "金牛座",
+            "occupants": []
+          },
+          {
+            "house": 8,
+            "sign": "双子座",
+            "occupants": []
+          },
+          {
+            "house": 9,
+            "sign": "巨蟹座",
+            "occupants": [
+              "罗睺"
+            ]
+          },
+          {
+            "house": 10,
+            "sign": "狮子座",
+            "occupants": []
+          },
+          {
+            "house": 11,
+            "sign": "处女座",
+            "occupants": []
+          },
+          {
+            "house": 12,
+            "sign": "天秤座",
+            "occupants": []
+          }
+        ]
+      },
+      "natal_recast": {
+        "time": "23:58",
+        "lagna": "天蝎座",
+        "user_meaning": "本命宫位已按 23:58 重算（上升 天蝎座）。下面是本轮实际执行的技法，不能当作唯一分钟确认。",
+        "unique_minute_claim": false,
+        "confirmation_allowed": false
+      },
+      "house_tables_by_time": {
+        "23:58": {
+          "time": "23:58",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "23:59": {
+          "time": "23:59",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "00:00": {
+          "time": "00:00",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "00:01": {
+          "time": "00:01",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "00:02": {
+          "time": "00:02",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        }
+      },
+      "technique_audit_table": [
+        {
+          "technique": "D1 本命盘",
+          "status": "executed",
+          "note": "本轮已按该分钟重算本命宫位。"
+        },
+        {
+          "technique": "D10 事业分盘",
+          "status": "executed",
+          "note": "本轮已对照事业主题，可用 D10 上升类型表作校时方法，不是命运承诺。"
+        },
+        {
+          "technique": "Vimshottari",
+          "status": "executed",
+          "note": "本轮已对照主限。"
+        },
+        {
+          "technique": "Shadbala",
+          "status": "executed",
+          "note": "本轮已做已核验的 Shadbala 分量辅助对照。"
+        },
+        {
+          "technique": "换运贴近度",
+          "status": "executed",
+          "note": "本轮已对照日级事件与候选换运日期的贴近程度。"
+        },
+        {
+          "technique": "KP 宫头",
+          "status": "executed",
+          "note": "已按 Swiss Ephemeris Placidus + Krishnamurti 观察 12 宫头；不计分，不参与提出门或确认门。"
+        },
+        {
+          "technique": "VedAstro 分钟级校验",
+          "status": "blocked",
+          "note": "官方分钟敏感校验尚未跑通。未调用不等于失败，但缺这一层不能写确认。"
+        },
+        {
+          "technique": "唯一分钟确认",
+          "status": "blocked",
+          "note": "本会话以代表性时间收口，不确认唯一分钟。"
+        }
+      ],
+      "window_scan": {
+        "scanned": true,
+        "confirmation_allowed": false,
+        "unique_minute_claim": false,
+        "transitions": [
+          {
+            "layer": "d1",
+            "at": "23:58",
+            "user_meaning": "本命上升 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天蝎座",
+            "to_sign": "天蝎座"
+          },
+          {
+            "layer": "d9",
+            "at": "23:58",
+            "user_meaning": "D9 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d10",
+            "at": "23:58",
+            "user_meaning": "D10 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d4",
+            "at": "23:58",
+            "user_meaning": "D4 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "金牛座",
+            "to_sign": "金牛座"
+          },
+          {
+            "layer": "d5",
+            "at": "23:58",
+            "user_meaning": "D5 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双鱼座",
+            "to_sign": "双鱼座"
+          },
+          {
+            "layer": "d7",
+            "at": "23:58",
+            "user_meaning": "D7 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "处女座",
+            "to_sign": "处女座"
+          },
+          {
+            "layer": "d12",
+            "at": "23:58",
+            "user_meaning": "D12 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双子座",
+            "to_sign": "双子座"
+          },
+          {
+            "layer": "d24",
+            "at": "23:58",
+            "user_meaning": "D24 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "处女座",
+            "to_sign": "处女座"
+          },
+          {
+            "layer": "d2",
+            "at": "23:58",
+            "user_meaning": "D2 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "d11",
+            "at": "23:58",
+            "user_meaning": "D11 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双鱼座",
+            "to_sign": "双鱼座"
+          },
+          {
+            "layer": "d30",
+            "at": "23:58",
+            "user_meaning": "D30 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "摩羯座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "pada",
+            "at": "23:58",
+            "user_meaning": "Nakshatra pada 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true
+          },
+          {
+            "layer": "hora",
+            "at": "23:58",
+            "user_meaning": "Hora Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "ghati",
+            "at": "23:58",
+            "user_meaning": "Ghati Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "bhava",
+            "at": "23:58",
+            "user_meaning": "Bhava Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "摩羯座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "pranapada",
+            "at": "23:58",
+            "user_meaning": "Pranapada Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp1",
+            "at": "23:58",
+            "user_meaning": "KP 1宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天秤座",
+            "to_sign": "天秤座"
+          },
+          {
+            "layer": "kp4",
+            "at": "23:58",
+            "user_meaning": "KP 4宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp7",
+            "at": "23:58",
+            "user_meaning": "KP 7宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天蝎座",
+            "to_sign": "天蝎座"
+          },
+          {
+            "layer": "kp10",
+            "at": "23:58",
+            "user_meaning": "KP 10宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d10",
+            "at": "23:59",
+            "user_meaning": "D10 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "射手座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "d5",
+            "at": "23:59",
+            "user_meaning": "D5 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "双鱼座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "kp1",
+            "at": "23:59",
+            "user_meaning": "KP 1宫子主 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "天秤座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp10",
+            "at": "23:59",
+            "user_meaning": "KP 10宫子主 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "射手座",
+            "to_sign": "金牛座"
+          },
+          {
+            "layer": "d24",
+            "at": "00:02",
+            "user_meaning": "D24 在 00:02 发生变化",
+            "candidate_date": "2000-03-01",
+            "window_index": 4,
+            "window_offset_minutes": 4,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "处女座",
+            "to_sign": "天秤座"
+          }
+        ],
+        "d1_lagna_count": 1,
+        "d1_candidates_differ": false,
+        "d9_lagna_count": 1,
+        "d9_candidates_differ": false,
+        "d10_lagna_count": 2,
+        "d10_candidates_differ": true,
+        "d4_lagna_count": 1,
+        "d4_candidates_differ": false,
+        "d5_lagna_count": 2,
+        "d5_candidates_differ": true,
+        "d7_lagna_count": 1,
+        "d7_candidates_differ": false,
+        "d12_lagna_count": 1,
+        "d12_candidates_differ": false,
+        "d24_lagna_count": 2,
+        "d24_candidates_differ": true,
+        "d2_lagna_count": 1,
+        "d2_candidates_differ": false,
+        "d11_lagna_count": 1,
+        "d11_candidates_differ": false,
+        "d30_lagna_count": 1,
+        "d30_candidates_differ": false,
+        "pada_count": 1,
+        "pada_candidates_differ": false,
+        "hora_count": 1,
+        "hora_candidates_differ": false,
+        "ghati_count": 1,
+        "ghati_candidates_differ": false,
+        "bhava_count": 1,
+        "bhava_candidates_differ": false,
+        "pranapada_count": 1,
+        "pranapada_candidates_differ": false,
+        "kp1_count": 2,
+        "kp1_candidates_differ": true,
+        "kp4_count": 1,
+        "kp4_candidates_differ": false,
+        "kp7_count": 1,
+        "kp7_candidates_differ": false,
+        "kp10_count": 2,
+        "kp10_candidates_differ": true,
+        "d9_sign_names": [
+          "射手座"
+        ],
+        "d10_sign_names": [
+          "射手座",
+          "摩羯座"
+        ]
+      },
+      "event_dasha_ledger": [
+        {
+          "summary": "Fictional career entry for date-contract testing",
+          "match": "weak",
+          "match_label": "弱关联",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "gochara": "not_seen",
+          "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+          "domain": "career",
+          "year_month": "2020-01"
+        }
+      ],
+      "event_dasha_ledger_by_time": {
+        "23:58": [
+          {
+            "summary": "Fictional career entry for date-contract testing",
+            "match": "weak",
+            "match_label": "弱关联",
+            "tracks": [
+              "vimshottari",
+              "narayana"
+            ],
+            "gochara": "not_seen",
+            "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+            "domain": "career",
+            "year_month": "2020-01"
+          }
+        ],
+        "23:59": [
+          {
+            "summary": "Fictional career entry for date-contract testing",
+            "match": "weak",
+            "match_label": "弱关联",
+            "tracks": [
+              "vimshottari",
+              "narayana"
+            ],
+            "gochara": "not_seen",
+            "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+            "domain": "career",
+            "year_month": "2020-01"
+          }
+        ],
+        "00:02": [
+          {
+            "summary": "Fictional career entry for date-contract testing",
+            "match": "weak",
+            "match_label": "弱关联",
+            "tracks": [
+              "vimshottari",
+              "narayana"
+            ],
+            "gochara": "not_seen",
+            "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+            "domain": "career",
+            "year_month": "2020-01"
+          }
+        ]
+      },
+      "prospective_windows_by_time": {
+        "23:58": [
+          {
+            "domain": "career",
+            "from": "2026-10",
+            "to": "2026-10"
+          },
+          {
+            "domain": "career",
+            "from": "2027-01",
+            "to": "2027-01"
+          }
+        ],
+        "23:59": [
+          {
+            "domain": "career",
+            "from": "2026-10",
+            "to": "2026-10"
+          },
+          {
+            "domain": "career",
+            "from": "2027-01",
+            "to": "2027-01"
+          }
+        ],
+        "00:02": [
+          {
+            "domain": "career",
+            "from": "2026-12",
+            "to": "2026-12"
+          },
+          {
+            "domain": "career",
+            "from": "2027-01",
+            "to": "2027-01"
+          }
+        ]
+      },
+      "column_compare_ms": 2.5,
+      "event_fit_rate": {
+        "matched": 0,
+        "total": 1,
+        "percent": 0,
+        "band": "low",
+        "label": "低度吻合（事件吻合率 <60%）",
+        "unique_minute_claim": false,
+        "user_meaning": "当前窗 0/1 件已确认事件与 Dasha/Gochara 吻合，低度吻合（事件吻合率 <60%）。这是相对拟合，不是已确认唯一出生分钟。"
+      },
+      "dasha_agreement": {
+        "status": "agree",
+        "vimshottari_top": "23:58",
+        "narayana_top": "23:58",
+        "user_meaning": "主限和分盘大运都更支持同一段代表性时间。这仍不是唯一分钟确认。"
+      },
+      "lagna_contrast": null,
+      "nakshatra_boundary": {
+        "near_boundary": true,
+        "distance_degrees": 1.1453,
+        "options": [
+          {
+            "key": "A",
+            "time_bias": "earlier",
+            "traits": [
+              "计划乱了会先整理清单"
+            ]
+          },
+          {
+            "key": "B",
+            "time_bias": "later",
+            "traits": [
+              "两边关系都想维持住"
+            ]
+          }
+        ],
+        "user_meaning": "升点靠近两段日常节奏的交界。哪一组更像你近年的处事方式？A：计划乱了会先整理清单。B：两边关系都想维持住。这只用来偏置时间窗，不能确认唯一分钟。"
+      },
+      "precision_stage": {
+        "current": "d10_refine",
+        "can_stop": true,
+        "user_meaning": "关系盘已较稳，事业盘仍会换升。可再补一件记得时间的工作变化。",
+        "unique_minute_claim": false
+      },
+      "oos_blind_prompts": [
+        {
+          "domain": "relationship",
+          "user_meaning": "校时还没用过感情这条线。有没有一件没提过、但记得大概时间的关系变化？",
+          "used_for_scoring": false
+        },
+        {
+          "domain": "family",
+          "user_meaning": "校时还没用过家人这条线。有没有一件没提过、但记得大概时间的家人变化？",
+          "used_for_scoring": false
+        },
+        {
+          "domain": "education",
+          "user_meaning": "校时还没用过学习这条线。有没有一件没提过、但记得大概时间的学业变化？",
+          "used_for_scoring": false
+        }
+      ],
+      "discriminating_event_probes": [],
+      "guided_collect_windows": [
+        {
+          "year": 2026,
+          "month_lo": 12,
+          "month_hi": 12,
+          "domain": "any",
+          "split": {
+            "left": 1,
+            "right": 1
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 1,
+          "month_hi": 1,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 4,
+          "month_hi": 4,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 6,
+          "month_hi": 7,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 9,
+          "month_hi": 10,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2025,
+          "month_lo": 1,
+          "month_hi": 1,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        }
+      ],
+      "event_clarification_probes": [],
+      "evidence_collection_probes": [
+        {
+          "year": 2017,
+          "year_label": "2017 年前后",
+          "domain": "education",
+          "event_family": "升学、转学或换学习环境",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2017 年前后；领域锁定 education；语义目标是 升学、转学或换学习环境。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "education.2017",
+          "information_gain": 0.0,
+          "candidate_split_hash": "education:2017",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        },
+        {
+          "year": 2021,
+          "year_label": "2021 年前后",
+          "domain": "relocation",
+          "event_family": "搬家或长期住到外地",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2021 年前后；领域锁定 relocation；语义目标是 搬家或长期住到外地。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "relocation.2021",
+          "information_gain": 0.0,
+          "candidate_split_hash": "relocation:2021",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        },
+        {
+          "year": 2023,
+          "year_label": "2023 年前后",
+          "domain": "relationship",
+          "event_family": "开始一段认真关系、分手或结婚",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2023 年前后；领域锁定 relationship；语义目标是 开始一段认真关系、分手或结婚。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "relationship.2023",
+          "information_gain": 0.0,
+          "candidate_split_hash": "relationship:2023",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        },
+        {
+          "year": 2024,
+          "year_label": "2024 年前后",
+          "domain": "family",
+          "event_family": "家人结婚、添丁或住院",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2024 年前后；领域锁定 family；语义目标是 家人结婚、添丁或住院。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "family.2024",
+          "information_gain": 0.0,
+          "candidate_split_hash": "family:2024",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        }
+      ],
+      "candidate_contrast_opportunities": [],
+      "holdout_validation_probes": [
+        {
+          "domain": "relationship",
+          "user_meaning": "校时还没用过感情这条线。有没有一件没提过、但记得大概时间的关系变化？",
+          "used_for_scoring": false,
+          "phase": "holdout_validation",
+          "role": "holdout",
+          "source": "oos_blind"
+        },
+        {
+          "domain": "family",
+          "user_meaning": "校时还没用过家人这条线。有没有一件没提过、但记得大概时间的家人变化？",
+          "used_for_scoring": false,
+          "phase": "holdout_validation",
+          "role": "holdout",
+          "source": "oos_blind"
+        },
+        {
+          "domain": "education",
+          "user_meaning": "校时还没用过学习这条线。有没有一件没提过、但记得大概时间的学业变化？",
+          "used_for_scoring": false,
+          "phase": "holdout_validation",
+          "role": "holdout",
+          "source": "oos_blind"
+        }
+      ],
+      "dropped_probes": [],
+      "dropped_asked_probe_keys": 0,
+      "prospective_probes": [
+        {
+          "candidate_label": "A",
+          "domain": "career",
+          "window_label": "2027 年 1 月附近",
+          "user_meaning": "候选 A 预测下一次事业变动更可能在 2027 年 1 月附近。这是预测窗口，不是承诺；下次发生时回来补一条，可进一步分辨。",
+          "used_for_scoring": false
+        },
+        {
+          "candidate_label": "B",
+          "domain": "career",
+          "window_label": "2027 年 1 月附近",
+          "user_meaning": "候选 B 预测下一次事业变动更可能在 2027 年 1 月附近。这是预测窗口，不是承诺；下次发生时回来补一条，可进一步分辨。",
+          "used_for_scoring": false
+        },
+        {
+          "candidate_label": "C",
+          "domain": "career",
+          "window_label": "2027 年 1 月附近",
+          "user_meaning": "候选 C 预测下一次事业变动更可能在 2027 年 1 月附近。这是预测窗口，不是承诺；下次发生时回来补一条，可进一步分辨。",
+          "used_for_scoring": false
+        }
+      ],
+      "horary_observation": {
+        "status": "skipped",
+        "user_meaning": "没有第一次问起这件事的时间，占问观察未执行。",
+        "unique_minute_claim": false
+      },
+      "unique_minute_claim": false,
+      "candidate_window_contract": "dated-v1",
+      "candidate_intervals": [
+        {
+          "start_at": "2000-02-29T23:58",
+          "end_at": "2000-03-01T00:02"
+        }
+      ],
+      "candidate_timezone_offset": 0.0,
+      "candidate_timezone_id": ""
+    },
+    "decision_receipt": {
+      "receipt_version": "candidate-decision-receipt-v2",
+      "contract_version": "v2",
+      "event_contract_version": "rectification-event-contract-v2",
+      "policy_version": "rectification-candidate-policy-v4",
+      "decision_policy_version": "rectification-candidate-policy-v4",
+      "display_allowed": true,
+      "selection_allowed": false,
+      "acceptance_allowed": false,
+      "propose_allowed": false,
+      "confirmation_allowed": false,
+      "accept_allowed": false,
+      "confirm_allowed": false,
+      "representative_candidate_id": "5a7108e6-ef9e-5459-8d1f-1c4320a98a75",
+      "representative_time": "23:58",
+      "overall_confidence": "low",
+      "margin_percent": 14.797,
+      "reasons": [
+        "insufficient_events",
+        "insufficient_domain_diversity",
+        "insufficient_confirmation_events",
+        "insufficient_confirmation_domains",
+        "insufficient_confirmation_margin",
+        "engine_exact_confirmation_not_granted",
+        "external_validation_not_passed",
+        "public_aa_holdout_not_ready"
+      ],
+      "acceptance_reasons": [
+        "insufficient_events",
+        "insufficient_domain_diversity"
+      ],
+      "confirmation_reasons": [
+        "insufficient_confirmation_events",
+        "insufficient_confirmation_domains",
+        "insufficient_confirmation_margin",
+        "engine_exact_confirmation_not_granted",
+        "external_validation_not_passed",
+        "public_aa_holdout_not_ready"
+      ],
+      "tie_policy": {
+        "score_quantum": 0.0001,
+        "absolute_tolerance": 0.0001,
+        "rounding": "ROUND_HALF_UP"
+      },
+      "gates": {
+        "candidate_presence": {
+          "passed": true,
+          "candidate_count": 3
+        },
+        "event_quality": {
+          "passed": false,
+          "scoreable_event_count": 1,
+          "training_event_count": 1,
+          "minimum": 4
+        },
+        "domain_diversity": {
+          "passed": false,
+          "scoreable_domain_count": 1,
+          "minimum": 3,
+          "domains": [
+            "career"
+          ]
+        },
+        "date_quality": {
+          "passed": true,
+          "precision_weight_total": 1.0,
+          "precision_weight_mean": 1.0,
+          "minimum_precision_weight_mean": 0.65,
+          "low_reliability_event_ids": [],
+          "unresolved_conflict_event_ids": []
+        },
+        "unique_top": {
+          "passed": true,
+          "tied_minute_count": 1
+        },
+        "diagnostic_quality": {
+          "passed": true,
+          "minimum_retention": 0.75,
+          "minimum_margin_percent": 10.0,
+          "margin_percent": 14.797,
+          "leave_one_event_out_retention_rate": 1.0,
+          "leave_one_domain_out_retention_rate": 1.0,
+          "date_sensitivity_retention_rate": 1.0
+        },
+        "required_layers": {
+          "passed": true,
+          "missing_layers": [],
+          "skipped_by_policy": []
+        },
+        "exact_confirmation": {
+          "passed": false,
+          "fail_closed": true,
+          "engine_granted": false,
+          "adjacent_passed": true,
+          "indistinguishable_width_minutes": 5,
+          "max_confirmation_width_minutes": 5,
+          "external_validation_status": "not_evaluated",
+          "unique_minute_path": "closed_at_representative",
+          "required_scoreable_events": 4,
+          "required_scoreable_domains": 3,
+          "reason": "engine_and_external_validation_must_explicitly_pass",
+          "holdout": {
+            "sealed_benchmark_id": "minute_rectification_fact_ranker_v4_holdout_v3",
+            "status": "not_ready",
+            "valid_public_aa_cases": 20,
+            "required_cases": 20,
+            "top_1_rate": 0.15,
+            "confirmation_coverage_rate": 0.0
+          }
+        }
+      },
+      "house_table": {
+        "time": "23:58",
+        "lagna": "天蝎座",
+        "houses": [
+          {
+            "house": 1,
+            "sign": "天蝎座",
+            "occupants": []
+          },
+          {
+            "house": 2,
+            "sign": "射手座",
+            "occupants": [
+              "月亮"
+            ]
+          },
+          {
+            "house": 3,
+            "sign": "摩羯座",
+            "occupants": [
+              "金星",
+              "计都"
+            ]
+          },
+          {
+            "house": 4,
+            "sign": "水瓶座",
+            "occupants": [
+              "太阳",
+              "水星"
+            ]
+          },
+          {
+            "house": 5,
+            "sign": "双鱼座",
+            "occupants": [
+              "火星"
+            ]
+          },
+          {
+            "house": 6,
+            "sign": "白羊座",
+            "occupants": [
+              "木星",
+              "土星"
+            ]
+          },
+          {
+            "house": 7,
+            "sign": "金牛座",
+            "occupants": []
+          },
+          {
+            "house": 8,
+            "sign": "双子座",
+            "occupants": []
+          },
+          {
+            "house": 9,
+            "sign": "巨蟹座",
+            "occupants": [
+              "罗睺"
+            ]
+          },
+          {
+            "house": 10,
+            "sign": "狮子座",
+            "occupants": []
+          },
+          {
+            "house": 11,
+            "sign": "处女座",
+            "occupants": []
+          },
+          {
+            "house": 12,
+            "sign": "天秤座",
+            "occupants": []
+          }
+        ]
+      },
+      "natal_recast": {
+        "time": "23:58",
+        "lagna": "天蝎座",
+        "user_meaning": "本命宫位已按 23:58 重算（上升 天蝎座）。下面是本轮实际执行的技法，不能当作唯一分钟确认。",
+        "unique_minute_claim": false,
+        "confirmation_allowed": false
+      },
+      "house_tables_by_time": {
+        "23:58": {
+          "time": "23:58",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "23:59": {
+          "time": "23:59",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "00:00": {
+          "time": "00:00",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "00:01": {
+          "time": "00:01",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        },
+        "00:02": {
+          "time": "00:02",
+          "lagna": "天蝎座",
+          "houses": [
+            {
+              "house": 1,
+              "sign": "天蝎座",
+              "occupants": []
+            },
+            {
+              "house": 2,
+              "sign": "射手座",
+              "occupants": [
+                "月亮"
+              ]
+            },
+            {
+              "house": 3,
+              "sign": "摩羯座",
+              "occupants": [
+                "金星",
+                "计都"
+              ]
+            },
+            {
+              "house": 4,
+              "sign": "水瓶座",
+              "occupants": [
+                "太阳",
+                "水星"
+              ]
+            },
+            {
+              "house": 5,
+              "sign": "双鱼座",
+              "occupants": [
+                "火星"
+              ]
+            },
+            {
+              "house": 6,
+              "sign": "白羊座",
+              "occupants": [
+                "木星",
+                "土星"
+              ]
+            },
+            {
+              "house": 7,
+              "sign": "金牛座",
+              "occupants": []
+            },
+            {
+              "house": 8,
+              "sign": "双子座",
+              "occupants": []
+            },
+            {
+              "house": 9,
+              "sign": "巨蟹座",
+              "occupants": [
+                "罗睺"
+              ]
+            },
+            {
+              "house": 10,
+              "sign": "狮子座",
+              "occupants": []
+            },
+            {
+              "house": 11,
+              "sign": "处女座",
+              "occupants": []
+            },
+            {
+              "house": 12,
+              "sign": "天秤座",
+              "occupants": []
+            }
+          ]
+        }
+      },
+      "technique_audit_table": [
+        {
+          "technique": "D1 本命盘",
+          "status": "executed",
+          "note": "本轮已按该分钟重算本命宫位。"
+        },
+        {
+          "technique": "D10 事业分盘",
+          "status": "executed",
+          "note": "本轮已对照事业主题，可用 D10 上升类型表作校时方法，不是命运承诺。"
+        },
+        {
+          "technique": "Vimshottari",
+          "status": "executed",
+          "note": "本轮已对照主限。"
+        },
+        {
+          "technique": "Shadbala",
+          "status": "executed",
+          "note": "本轮已做已核验的 Shadbala 分量辅助对照。"
+        },
+        {
+          "technique": "换运贴近度",
+          "status": "executed",
+          "note": "本轮已对照日级事件与候选换运日期的贴近程度。"
+        },
+        {
+          "technique": "KP 宫头",
+          "status": "executed",
+          "note": "已按 Swiss Ephemeris Placidus + Krishnamurti 观察 12 宫头；不计分，不参与提出门或确认门。"
+        },
+        {
+          "technique": "VedAstro 分钟级校验",
+          "status": "blocked",
+          "note": "官方分钟敏感校验尚未跑通。未调用不等于失败，但缺这一层不能写确认。"
+        },
+        {
+          "technique": "唯一分钟确认",
+          "status": "blocked",
+          "note": "本会话以代表性时间收口，不确认唯一分钟。"
+        }
+      ],
+      "window_scan": {
+        "scanned": true,
+        "confirmation_allowed": false,
+        "unique_minute_claim": false,
+        "transitions": [
+          {
+            "layer": "d1",
+            "at": "23:58",
+            "user_meaning": "本命上升 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天蝎座",
+            "to_sign": "天蝎座"
+          },
+          {
+            "layer": "d9",
+            "at": "23:58",
+            "user_meaning": "D9 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d10",
+            "at": "23:58",
+            "user_meaning": "D10 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d4",
+            "at": "23:58",
+            "user_meaning": "D4 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "金牛座",
+            "to_sign": "金牛座"
+          },
+          {
+            "layer": "d5",
+            "at": "23:58",
+            "user_meaning": "D5 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双鱼座",
+            "to_sign": "双鱼座"
+          },
+          {
+            "layer": "d7",
+            "at": "23:58",
+            "user_meaning": "D7 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "处女座",
+            "to_sign": "处女座"
+          },
+          {
+            "layer": "d12",
+            "at": "23:58",
+            "user_meaning": "D12 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双子座",
+            "to_sign": "双子座"
+          },
+          {
+            "layer": "d24",
+            "at": "23:58",
+            "user_meaning": "D24 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "处女座",
+            "to_sign": "处女座"
+          },
+          {
+            "layer": "d2",
+            "at": "23:58",
+            "user_meaning": "D2 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "d11",
+            "at": "23:58",
+            "user_meaning": "D11 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双鱼座",
+            "to_sign": "双鱼座"
+          },
+          {
+            "layer": "d30",
+            "at": "23:58",
+            "user_meaning": "D30 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "摩羯座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "pada",
+            "at": "23:58",
+            "user_meaning": "Nakshatra pada 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true
+          },
+          {
+            "layer": "hora",
+            "at": "23:58",
+            "user_meaning": "Hora Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "ghati",
+            "at": "23:58",
+            "user_meaning": "Ghati Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "bhava",
+            "at": "23:58",
+            "user_meaning": "Bhava Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "摩羯座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "pranapada",
+            "at": "23:58",
+            "user_meaning": "Pranapada Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp1",
+            "at": "23:58",
+            "user_meaning": "KP 1宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天秤座",
+            "to_sign": "天秤座"
+          },
+          {
+            "layer": "kp4",
+            "at": "23:58",
+            "user_meaning": "KP 4宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp7",
+            "at": "23:58",
+            "user_meaning": "KP 7宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天蝎座",
+            "to_sign": "天蝎座"
+          },
+          {
+            "layer": "kp10",
+            "at": "23:58",
+            "user_meaning": "KP 10宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d10",
+            "at": "23:59",
+            "user_meaning": "D10 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "射手座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "d5",
+            "at": "23:59",
+            "user_meaning": "D5 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "双鱼座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "kp1",
+            "at": "23:59",
+            "user_meaning": "KP 1宫子主 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "天秤座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp10",
+            "at": "23:59",
+            "user_meaning": "KP 10宫子主 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "射手座",
+            "to_sign": "金牛座"
+          },
+          {
+            "layer": "d24",
+            "at": "00:02",
+            "user_meaning": "D24 在 00:02 发生变化",
+            "candidate_date": "2000-03-01",
+            "window_index": 4,
+            "window_offset_minutes": 4,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "处女座",
+            "to_sign": "天秤座"
+          }
+        ],
+        "d1_lagna_count": 1,
+        "d1_candidates_differ": false,
+        "d9_lagna_count": 1,
+        "d9_candidates_differ": false,
+        "d10_lagna_count": 2,
+        "d10_candidates_differ": true,
+        "d4_lagna_count": 1,
+        "d4_candidates_differ": false,
+        "d5_lagna_count": 2,
+        "d5_candidates_differ": true,
+        "d7_lagna_count": 1,
+        "d7_candidates_differ": false,
+        "d12_lagna_count": 1,
+        "d12_candidates_differ": false,
+        "d24_lagna_count": 2,
+        "d24_candidates_differ": true,
+        "d2_lagna_count": 1,
+        "d2_candidates_differ": false,
+        "d11_lagna_count": 1,
+        "d11_candidates_differ": false,
+        "d30_lagna_count": 1,
+        "d30_candidates_differ": false,
+        "pada_count": 1,
+        "pada_candidates_differ": false,
+        "hora_count": 1,
+        "hora_candidates_differ": false,
+        "ghati_count": 1,
+        "ghati_candidates_differ": false,
+        "bhava_count": 1,
+        "bhava_candidates_differ": false,
+        "pranapada_count": 1,
+        "pranapada_candidates_differ": false,
+        "kp1_count": 2,
+        "kp1_candidates_differ": true,
+        "kp4_count": 1,
+        "kp4_candidates_differ": false,
+        "kp7_count": 1,
+        "kp7_candidates_differ": false,
+        "kp10_count": 2,
+        "kp10_candidates_differ": true,
+        "d9_sign_names": [
+          "射手座"
+        ],
+        "d10_sign_names": [
+          "射手座",
+          "摩羯座"
+        ]
+      },
+      "event_dasha_ledger": [
+        {
+          "summary": "Fictional career entry for date-contract testing",
+          "match": "weak",
+          "match_label": "弱关联",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "gochara": "not_seen",
+          "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+          "domain": "career",
+          "year_month": "2020-01"
+        }
+      ],
+      "event_dasha_ledger_by_time": {
+        "23:58": [
+          {
+            "summary": "Fictional career entry for date-contract testing",
+            "match": "weak",
+            "match_label": "弱关联",
+            "tracks": [
+              "vimshottari",
+              "narayana"
+            ],
+            "gochara": "not_seen",
+            "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+            "domain": "career",
+            "year_month": "2020-01"
+          }
+        ],
+        "23:59": [
+          {
+            "summary": "Fictional career entry for date-contract testing",
+            "match": "weak",
+            "match_label": "弱关联",
+            "tracks": [
+              "vimshottari",
+              "narayana"
+            ],
+            "gochara": "not_seen",
+            "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+            "domain": "career",
+            "year_month": "2020-01"
+          }
+        ],
+        "00:02": [
+          {
+            "summary": "Fictional career entry for date-contract testing",
+            "match": "weak",
+            "match_label": "弱关联",
+            "tracks": [
+              "vimshottari",
+              "narayana"
+            ],
+            "gochara": "not_seen",
+            "user_meaning": "Fictional career entry for date-contract：弱关联（主限、分盘大运；Gochara 未见对应）",
+            "domain": "career",
+            "year_month": "2020-01"
+          }
+        ]
+      },
+      "prospective_windows_by_time": {
+        "23:58": [
+          {
+            "domain": "career",
+            "from": "2026-10",
+            "to": "2026-10"
+          },
+          {
+            "domain": "career",
+            "from": "2027-01",
+            "to": "2027-01"
+          }
+        ],
+        "23:59": [
+          {
+            "domain": "career",
+            "from": "2026-10",
+            "to": "2026-10"
+          },
+          {
+            "domain": "career",
+            "from": "2027-01",
+            "to": "2027-01"
+          }
+        ],
+        "00:02": [
+          {
+            "domain": "career",
+            "from": "2026-12",
+            "to": "2026-12"
+          },
+          {
+            "domain": "career",
+            "from": "2027-01",
+            "to": "2027-01"
+          }
+        ]
+      },
+      "column_compare_ms": 2.5,
+      "event_fit_rate": {
+        "matched": 0,
+        "total": 1,
+        "percent": 0,
+        "band": "low",
+        "label": "低度吻合（事件吻合率 <60%）",
+        "unique_minute_claim": false,
+        "user_meaning": "当前窗 0/1 件已确认事件与 Dasha/Gochara 吻合，低度吻合（事件吻合率 <60%）。这是相对拟合，不是已确认唯一出生分钟。"
+      },
+      "dasha_agreement": {
+        "status": "agree",
+        "vimshottari_top": "23:58",
+        "narayana_top": "23:58",
+        "user_meaning": "主限和分盘大运都更支持同一段代表性时间。这仍不是唯一分钟确认。"
+      },
+      "lagna_contrast": null,
+      "nakshatra_boundary": {
+        "near_boundary": true,
+        "distance_degrees": 1.1453,
+        "options": [
+          {
+            "key": "A",
+            "time_bias": "earlier",
+            "traits": [
+              "计划乱了会先整理清单"
+            ]
+          },
+          {
+            "key": "B",
+            "time_bias": "later",
+            "traits": [
+              "两边关系都想维持住"
+            ]
+          }
+        ],
+        "user_meaning": "升点靠近两段日常节奏的交界。哪一组更像你近年的处事方式？A：计划乱了会先整理清单。B：两边关系都想维持住。这只用来偏置时间窗，不能确认唯一分钟。"
+      },
+      "precision_stage": {
+        "current": "d10_refine",
+        "can_stop": true,
+        "user_meaning": "关系盘已较稳，事业盘仍会换升。可再补一件记得时间的工作变化。",
+        "unique_minute_claim": false
+      },
+      "oos_blind_prompts": [
+        {
+          "domain": "relationship",
+          "user_meaning": "校时还没用过感情这条线。有没有一件没提过、但记得大概时间的关系变化？",
+          "used_for_scoring": false
+        },
+        {
+          "domain": "family",
+          "user_meaning": "校时还没用过家人这条线。有没有一件没提过、但记得大概时间的家人变化？",
+          "used_for_scoring": false
+        },
+        {
+          "domain": "education",
+          "user_meaning": "校时还没用过学习这条线。有没有一件没提过、但记得大概时间的学业变化？",
+          "used_for_scoring": false
+        }
+      ],
+      "discriminating_event_probes": [],
+      "guided_collect_windows": [
+        {
+          "year": 2026,
+          "month_lo": 12,
+          "month_hi": 12,
+          "domain": "any",
+          "split": {
+            "left": 1,
+            "right": 1
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 1,
+          "month_hi": 1,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 4,
+          "month_hi": 4,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 6,
+          "month_hi": 7,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2026,
+          "month_lo": 9,
+          "month_hi": 10,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        },
+        {
+          "year": 2025,
+          "month_lo": 1,
+          "month_hi": 1,
+          "domain": "any",
+          "split": {
+            "left": 3,
+            "right": 2
+          }
+        }
+      ],
+      "event_clarification_probes": [],
+      "evidence_collection_probes": [
+        {
+          "year": 2017,
+          "year_label": "2017 年前后",
+          "domain": "education",
+          "event_family": "升学、转学或换学习环境",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2017 年前后；领域锁定 education；语义目标是 升学、转学或换学习环境。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "education.2017",
+          "information_gain": 0.0,
+          "candidate_split_hash": "education:2017",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        },
+        {
+          "year": 2021,
+          "year_label": "2021 年前后",
+          "domain": "relocation",
+          "event_family": "搬家或长期住到外地",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2021 年前后；领域锁定 relocation；语义目标是 搬家或长期住到外地。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "relocation.2021",
+          "information_gain": 0.0,
+          "candidate_split_hash": "relocation:2021",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        },
+        {
+          "year": 2023,
+          "year_label": "2023 年前后",
+          "domain": "relationship",
+          "event_family": "开始一段认真关系、分手或结婚",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2023 年前后；领域锁定 relationship；语义目标是 开始一段认真关系、分手或结婚。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "relationship.2023",
+          "information_gain": 0.0,
+          "candidate_split_hash": "relationship:2023",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        },
+        {
+          "year": 2024,
+          "year_label": "2024 年前后",
+          "domain": "family",
+          "event_family": "家人结婚、添丁或住院",
+          "source": "age_band",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "tracks_agree": false,
+          "unique_minute_claim": false,
+          "user_meaning": "时间范围锁定 2024 年前后；领域锁定 family；语义目标是 家人结婚、添丁或住院。结合最近对话，只选一个容易回答的口语入口，写一句自然的是/否题；不要逐字复述语义目标，不要把所有例子堆进一句，不得改时间范围。",
+          "role": "collect",
+          "phase": "evidence_collection",
+          "semantic_key": "family.2024",
+          "information_gain": 0.0,
+          "candidate_split_hash": "family:2024",
+          "expected_outcomes": [],
+          "candidate_ids": [],
+          "choice_kind": "existence",
+          "style_options": [
+            {
+              "label": "明确发生且时间吻合",
+              "answer_class": "yes"
+            },
+            {
+              "label": "发生过但程度较弱",
+              "answer_class": "weak_yes"
+            },
+            {
+              "label": "明确没有发生",
+              "answer_class": "no"
+            },
+            {
+              "label": "这段记不清楚",
+              "answer_class": "unsure"
+            }
+          ],
+          "question_contract_version": "probe-question-v1"
+        }
+      ],
+      "candidate_contrast_opportunities": [],
+      "holdout_validation_probes": [
+        {
+          "domain": "relationship",
+          "user_meaning": "校时还没用过感情这条线。有没有一件没提过、但记得大概时间的关系变化？",
+          "used_for_scoring": false,
+          "phase": "holdout_validation",
+          "role": "holdout",
+          "source": "oos_blind"
+        },
+        {
+          "domain": "family",
+          "user_meaning": "校时还没用过家人这条线。有没有一件没提过、但记得大概时间的家人变化？",
+          "used_for_scoring": false,
+          "phase": "holdout_validation",
+          "role": "holdout",
+          "source": "oos_blind"
+        },
+        {
+          "domain": "education",
+          "user_meaning": "校时还没用过学习这条线。有没有一件没提过、但记得大概时间的学业变化？",
+          "used_for_scoring": false,
+          "phase": "holdout_validation",
+          "role": "holdout",
+          "source": "oos_blind"
+        }
+      ],
+      "dropped_probes": [],
+      "dropped_asked_probe_keys": 0,
+      "prospective_probes": [
+        {
+          "candidate_label": "A",
+          "domain": "career",
+          "window_label": "2027 年 1 月附近",
+          "user_meaning": "候选 A 预测下一次事业变动更可能在 2027 年 1 月附近。这是预测窗口，不是承诺；下次发生时回来补一条，可进一步分辨。",
+          "used_for_scoring": false
+        },
+        {
+          "candidate_label": "B",
+          "domain": "career",
+          "window_label": "2027 年 1 月附近",
+          "user_meaning": "候选 B 预测下一次事业变动更可能在 2027 年 1 月附近。这是预测窗口，不是承诺；下次发生时回来补一条，可进一步分辨。",
+          "used_for_scoring": false
+        },
+        {
+          "candidate_label": "C",
+          "domain": "career",
+          "window_label": "2027 年 1 月附近",
+          "user_meaning": "候选 C 预测下一次事业变动更可能在 2027 年 1 月附近。这是预测窗口，不是承诺；下次发生时回来补一条，可进一步分辨。",
+          "used_for_scoring": false
+        }
+      ],
+      "horary_observation": {
+        "status": "skipped",
+        "user_meaning": "没有第一次问起这件事的时间，占问观察未执行。",
+        "unique_minute_claim": false
+      },
+      "unique_minute_claim": false,
+      "candidate_window_contract": "dated-v1",
+      "candidate_intervals": [
+        {
+          "start_at": "2000-02-29T23:58",
+          "end_at": "2000-03-01T00:02"
+        }
+      ],
+      "candidate_timezone_offset": 0.0,
+      "candidate_timezone_id": ""
+    },
+    "execution_ledger_version": "rectification-execution-ledger-v2",
+    "execution_ledger": [
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "event_scoring",
+        "status": "executed",
+        "source": "python-engine",
+        "event_id": "00000000-0000-4000-8000-000000000001",
+        "domain": "career",
+        "event_kind": "career_entry",
+        "date_precision": "day",
+        "precision_weight": 1.0,
+        "sampled_date_count": 1,
+        "candidate_count": 5,
+        "technique_layers": [
+          "d1-rashi",
+          "d10-dashamsa",
+          "dasha-transition-proximity",
+          "shadbala_sthana_drik_naisargika_support_auxiliary",
+          "vim_md_functional_benefic_auxiliary"
+        ]
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "technique_layer",
+        "method": "d1-rashi",
+        "status": "executed",
+        "source": "python-engine"
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "technique_layer",
+        "method": "d10-dashamsa",
+        "status": "executed",
+        "source": "python-engine"
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "technique_layer",
+        "method": "dasha-transition-proximity",
+        "status": "executed",
+        "source": "python-engine"
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "technique_layer",
+        "method": "shadbala_sthana_drik_naisargika_support_auxiliary",
+        "status": "executed",
+        "source": "python-engine"
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "technique_layer",
+        "method": "vim_md_functional_benefic_auxiliary",
+        "status": "executed",
+        "source": "python-engine"
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "candidate_ranking",
+        "status": "executed",
+        "source": "python-decision-policy",
+        "candidate_count": 3
+      },
+      {
+        "ledger_version": "rectification-execution-ledger-v2",
+        "stage": "diagnostics",
+        "status": "executed",
+        "source": "python-engine",
+        "metrics": [
+          "candidate_splits",
+          "cluster_mass_ratio",
+          "date_sensitivity_retention_rate",
+          "event_date_sensitivity",
+          "leave_one_domain_out",
+          "leave_one_domain_out_retention_rate",
+          "leave_one_event_out",
+          "leave_one_event_out_retention_rate",
+          "most_discriminating_layers",
+          "neighbor_support_minutes",
+          "primary_cluster_retention_rate",
+          "primary_secondary_margin_percent",
+          "unstable_event_ids",
+          "window_scan"
+        ]
+      }
+    ],
+    "event_contribution_matrix": {
+      "00000000-0000-4000-8000-000000000001": {
+        "23:58": {
+          "points": 1.0813,
+          "rule_ids": [
+            "event_kind:career_entry",
+            "event_kind_profile:career_entry:support",
+            "narayana_transition_proximity_ad",
+            "shadbala_sthana_drik_naisargika_support_auxiliary",
+            "vim_md_functional_benefic_auxiliary",
+            "vim_transition_proximity_pd"
+          ],
+          "technique_layers": [
+            "d1-rashi",
+            "d10-dashamsa",
+            "dasha-transition-proximity",
+            "shadbala_sthana_drik_naisargika_support_auxiliary",
+            "vim_md_functional_benefic_auxiliary"
+          ]
+        },
+        "23:59": {
+          "points": 0.9213,
+          "rule_ids": [
+            "event_kind:career_entry",
+            "event_kind_profile:career_entry:support",
+            "narayana_transition_proximity_ad",
+            "shadbala_sthana_drik_naisargika_support_auxiliary",
+            "vim_md_functional_benefic_auxiliary",
+            "vim_transition_proximity_pd"
+          ],
+          "technique_layers": [
+            "d1-rashi",
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+            "vim_md_functional_benefic_auxiliary"
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+            "shadbala_sthana_drik_naisargika_support_auxiliary",
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+            "note": "已按 Swiss Ephemeris Placidus + Krishnamurti 观察 12 宫头；不计分，不参与提出门或确认门。"
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+              "kp10_sub_index": 1
+            },
+            "note": "已按 Swiss Ephemeris Placidus + Krishnamurti 观察 12 宫头；不计分，不参与提出门或确认门。"
+          },
+          "varga_ascendants": {
+            "D2": 4,
+            "D3": 11,
+            "D4": 1,
+            "D5": 9,
+            "D7": 5,
+            "D9": 8,
+            "D10": 9,
+            "D11": 11,
+            "D12": 2,
+            "D24": 5,
+            "D30": 9
+          },
+          "arudha_signs": {
+            "A7": 5,
+            "A10": 1,
+            "UL": 3
+          },
+          "available_layers": [
+            "A10",
+            "A7",
+            "Ashtakavarga",
+            "D1",
+            "D10",
+            "D11",
+            "D12",
+            "D2",
+            "D24",
+            "D3",
+            "D30",
+            "D4",
+            "D5",
+            "D7",
+            "D9",
+            "KP_cusps",
+            "Shadbala",
+            "UL"
+          ],
+          "blocked_layers": [],
+          "fingerprints": {
+            "natal": "7f4e61c27a0a0d7fb1f096da02e6ad16033886a355a2e9eeed882f715c73ba9e",
+            "vargas": "305111735862a0867d1d1ac404f44be7d9709f30e77f032d123802338fe7b674",
+            "arudha": "462ad5e62ffdcc0fd21679b693661c9ee4965f25249ed3ec74e8981a7eda2ea2",
+            "ashtakavarga": "7e26efbe44c8e1b715905684b6a57e2325ac6b0b8ca322cd438d66a717108931",
+            "shadbala": "e1efb6a97d868afe45304c8471169991b5cbe826f2647505bb68da9955dc79a7",
+            "static": "1dca854b2d9138bc00f4999a0a4523b3fbc98568440c2670ee97db3079118d96"
+          }
+        },
+        {
+          "time": "00:01",
+          "ascendant_degree": 228.5163,
+          "ascendant_sign_index": 7,
+          "pada_index": 68,
+          "bhava_sign_index": 9,
+          "hora_sign_index": 4,
+          "ghati_sign_index": 4,
+          "pranapada_sign_index": 8,
+          "kp1_sub_index": 8,
+          "kp4_sub_index": 8,
+          "kp7_sub_index": 7,
+          "kp10_sub_index": 1,
+          "kp_cusps": {
+            "status": "executed",
+            "house_system": "placidus",
+            "ayanamsa": "krishnamurti",
+            "houses": {
+              "1": {
+                "cusp_degree": 227.1667,
+                "sign": "Scorpio",
+                "rasi_lord": "Mars",
+                "nakshatra": "Jyeshtha",
+                "nakshatra_lord": "Mercury",
+                "pada": 1,
+                "sub_lord": "Mercury",
+                "sub_sub_lord": "Venus",
+                "sub_index": 8
+              },
+              "2": {
+                "cusp_degree": 254.8314,
+                "sign": "Sagittarius",
+                "rasi_lord": "Jupiter",
+                "nakshatra": "Purva Ashadha",
+                "nakshatra_lord": "Venus",
+                "pada": 1,
+                "sub_lord": "Venus",
+                "sub_sub_lord": "Saturn",
+                "sub_index": 1
+              },
+              "3": {
+                "cusp_degree": 283.195,
+                "sign": "Capricorn",
+                "rasi_lord": "Saturn",
+                "nakshatra": "Shravana",
+                "nakshatra_lord": "Moon",
+                "pada": 1,
+                "sub_lord": "Rahu",
+                "sub_sub_lord": "Venus",
+                "sub_index": 5
+              },
+              "4": {
+                "cusp_degree": 313.9103,
+                "sign": "Aquarius",
+                "rasi_lord": "Saturn",
+                "nakshatra": "Shatabhisha",
+                "nakshatra_lord": "Rahu",
+                "pada": 3,
+                "sub_lord": "Mercury",
+                "sub_sub_lord": "Jupiter",
+                "sub_index": 8
+              },
+              "5": {
+                "cusp_degree": 346.4154,
+                "sign": "Pisces",
+                "rasi_lord": "Jupiter",
+                "nakshatra": "Uttara Bhadrapada",
+                "nakshatra_lord": "Saturn",
+                "pada": 4,
+                "sub_lord": "Jupiter",
+                "sub_sub_lord": "Rahu",
+                "sub_index": 6
+              },
+              "6": {
+                "cusp_degree": 18.0279,
+                "sign": "Aries",
+                "rasi_lord": "Mars",
+                "nakshatra": "Bharani",
+                "nakshatra_lord": "Venus",
+                "pada": 2,
+                "sub_lord": "Mars",
+                "sub_sub_lord": "Sun",
+                "sub_index": 4
+              },
+              "7": {
+                "cusp_degree": 47.1667,
+                "sign": "Taurus",
+                "rasi_lord": "Venus",
+                "nakshatra": "Rohini",
+                "nakshatra_lord": "Moon",
+                "pada": 3,
+                "sub_lord": "Saturn",
+                "sub_sub_lord": "Mars",
+                "sub_index": 7
+              },
+              "8": {
+                "cusp_degree": 74.8314,
+                "sign": "Gemini",
+                "rasi_lord": "Mercury",
+                "nakshatra": "Ardra",
+                "nakshatra_lord": "Rahu",
+                "pada": 3,
+                "sub_lord": "Ketu",
+                "sub_sub_lord": "Rahu",
+                "sub_index": 0
+              },
+              "9": {
+                "cusp_degree": 103.195,
+                "sign": "Cancer",
+                "rasi_lord": "Moon",
+                "nakshatra": "Pushya",
+                "nakshatra_lord": "Saturn",
+                "pada": 3,
+                "sub_lord": "Rahu",
+                "sub_sub_lord": "Jupiter",
+                "sub_index": 5
+              },
+              "10": {
+                "cusp_degree": 133.9103,
+                "sign": "Leo",
+                "rasi_lord": "Sun",
+                "nakshatra": "Purva Phalguni",
+                "nakshatra_lord": "Venus",
+                "pada": 1,
+                "sub_lord": "Venus",
+                "sub_sub_lord": "Moon",
+                "sub_index": 1
+              },
+              "11": {
+                "cusp_degree": 166.4154,
+                "sign": "Virgo",
+                "rasi_lord": "Mercury",
+                "nakshatra": "Hasta",
+                "nakshatra_lord": "Moon",
+                "pada": 2,
+                "sub_lord": "Saturn",
+                "sub_sub_lord": "Ketu",
+                "sub_index": 7
+              },
+              "12": {
+                "cusp_degree": 198.0279,
+                "sign": "Libra",
+                "rasi_lord": "Venus",
+                "nakshatra": "Swati",
+                "nakshatra_lord": "Rahu",
+                "pada": 4,
+                "sub_lord": "Sun",
+                "sub_sub_lord": "Venus",
+                "sub_index": 2
+              }
+            },
+            "indices": {
+              "kp1_sub_index": 8,
+              "kp4_sub_index": 8,
+              "kp7_sub_index": 7,
+              "kp10_sub_index": 1
+            },
+            "note": "已按 Swiss Ephemeris Placidus + Krishnamurti 观察 12 宫头；不计分，不参与提出门或确认门。"
+          },
+          "varga_ascendants": {
+            "D2": 4,
+            "D3": 11,
+            "D4": 1,
+            "D5": 9,
+            "D7": 5,
+            "D9": 8,
+            "D10": 9,
+            "D11": 11,
+            "D12": 2,
+            "D24": 5,
+            "D30": 9
+          },
+          "arudha_signs": {
+            "A7": 5,
+            "A10": 1,
+            "UL": 3
+          },
+          "available_layers": [
+            "A10",
+            "A7",
+            "Ashtakavarga",
+            "D1",
+            "D10",
+            "D11",
+            "D12",
+            "D2",
+            "D24",
+            "D3",
+            "D30",
+            "D4",
+            "D5",
+            "D7",
+            "D9",
+            "KP_cusps",
+            "Shadbala",
+            "UL"
+          ],
+          "blocked_layers": [],
+          "fingerprints": {
+            "natal": "5fc87bcfc3ea056d20430e11cd62fd2739250b9508894f9e0eab2992a463d32c",
+            "vargas": "305111735862a0867d1d1ac404f44be7d9709f30e77f032d123802338fe7b674",
+            "arudha": "462ad5e62ffdcc0fd21679b693661c9ee4965f25249ed3ec74e8981a7eda2ea2",
+            "ashtakavarga": "7e26efbe44c8e1b715905684b6a57e2325ac6b0b8ca322cd438d66a717108931",
+            "shadbala": "6437f3b0ee5a3a7f4344ad2098772f2dd196d8ce3ce223c27fab7aa6faa2cee9",
+            "static": "9594b0292f70ddec982029a025716ad2d88cb2bb0260b95633964b6b014d784d"
+          }
+        },
+        {
+          "time": "00:02",
+          "ascendant_degree": 228.7509,
+          "ascendant_sign_index": 7,
+          "pada_index": 68,
+          "bhava_sign_index": 9,
+          "hora_sign_index": 4,
+          "ghati_sign_index": 4,
+          "pranapada_sign_index": 8,
+          "kp1_sub_index": 8,
+          "kp4_sub_index": 8,
+          "kp7_sub_index": 7,
+          "kp10_sub_index": 1,
+          "kp_cusps": {
+            "status": "executed",
+            "house_system": "placidus",
+            "ayanamsa": "krishnamurti",
+            "houses": {
+              "1": {
+                "cusp_degree": 227.4015,
+                "sign": "Scorpio",
+                "rasi_lord": "Mars",
+                "nakshatra": "Jyeshtha",
+                "nakshatra_lord": "Mercury",
+                "pada": 1,
+                "sub_lord": "Mercury",
+                "sub_sub_lord": "Sun",
+                "sub_index": 8
+              },
+              "2": {
+                "cusp_degree": 255.0626,
+                "sign": "Sagittarius",
+                "rasi_lord": "Jupiter",
+                "nakshatra": "Purva Ashadha",
+                "nakshatra_lord": "Venus",
+                "pada": 1,
+                "sub_lord": "Venus",
+                "sub_sub_lord": "Saturn",
+                "sub_index": 1
+              },
+              "3": {
+                "cusp_degree": 283.441,
+                "sign": "Capricorn",
+                "rasi_lord": "Saturn",
+                "nakshatra": "Shravana",
+                "nakshatra_lord": "Moon",
+                "pada": 2,
+                "sub_lord": "Rahu",
+                "sub_sub_lord": "Venus",
+                "sub_index": 5
+              },
+              "4": {
+                "cusp_degree": 314.1776,
+                "sign": "Aquarius",
+                "rasi_lord": "Saturn",
+                "nakshatra": "Shatabhisha",
+                "nakshatra_lord": "Rahu",
+                "pada": 3,
+                "sub_lord": "Mercury",
+                "sub_sub_lord": "Saturn",
+                "sub_index": 8
+              },
+              "5": {
+                "cusp_degree": 346.6875,
+                "sign": "Pisces",
+                "rasi_lord": "Jupiter",
+                "nakshatra": "Revati",
+                "nakshatra_lord": "Mercury",
+                "pada": 1,
+                "sub_lord": "Mercury",
+                "sub_sub_lord": "Mercury",
+                "sub_index": 8
+              },
+              "6": {
+                "cusp_degree": 18.282,
+                "sign": "Aries",
+                "rasi_lord": "Mars",
+                "nakshatra": "Bharani",
+                "nakshatra_lord": "Venus",
+                "pada": 2,
+                "sub_lord": "Rahu",
+                "sub_sub_lord": "Rahu",
+                "sub_index": 5
+              },
+              "7": {
+                "cusp_degree": 47.4015,
+                "sign": "Taurus",
+                "rasi_lord": "Venus",
+                "nakshatra": "Rohini",
+                "nakshatra_lord": "Moon",
+                "pada": 3,
+                "sub_lord": "Saturn",
+                "sub_sub_lord": "Rahu",
+                "sub_index": 7
+              },
+              "8": {
+                "cusp_degree": 75.0626,
+                "sign": "Gemini",
+                "rasi_lord": "Mercury",
+                "nakshatra": "Ardra",
+                "nakshatra_lord": "Rahu",
+                "pada": 3,
+                "sub_lord": "Ketu",
+                "sub_sub_lord": "Saturn",
+                "sub_index": 0
+              },
+              "9": {
+                "cusp_degree": 103.441,
+                "sign": "Cancer",
+                "rasi_lord": "Moon",
+                "nakshatra": "Pushya",
+                "nakshatra_lord": "Saturn",
+                "pada": 4,
+                "sub_lord": "Rahu",
+                "sub_sub_lord": "Jupiter",
+                "sub_index": 5
+              },
+              "10": {
+                "cusp_degree": 134.1776,
+                "sign": "Leo",
+                "rasi_lord": "Sun",
+                "nakshatra": "Purva Phalguni",
+                "nakshatra_lord": "Venus",
+                "pada": 1,
+                "sub_lord": "Venus",
+                "sub_sub_lord": "Rahu",
+                "sub_index": 1
+              },
+              "11": {
+                "cusp_degree": 166.6875,
+                "sign": "Virgo",
+                "rasi_lord": "Mercury",
+                "nakshatra": "Hasta",
+                "nakshatra_lord": "Moon",
+                "pada": 3,
+                "sub_lord": "Saturn",
+                "sub_sub_lord": "Venus",
+                "sub_index": 7
+              },
+              "12": {
+                "cusp_degree": 198.282,
+                "sign": "Libra",
+                "rasi_lord": "Venus",
+                "nakshatra": "Swati",
+                "nakshatra_lord": "Rahu",
+                "pada": 4,
+                "sub_lord": "Moon",
+                "sub_sub_lord": "Rahu",
+                "sub_index": 3
+              }
+            },
+            "indices": {
+              "kp1_sub_index": 8,
+              "kp4_sub_index": 8,
+              "kp7_sub_index": 7,
+              "kp10_sub_index": 1
+            },
+            "note": "已按 Swiss Ephemeris Placidus + Krishnamurti 观察 12 宫头；不计分，不参与提出门或确认门。"
+          },
+          "varga_ascendants": {
+            "D2": 4,
+            "D3": 11,
+            "D4": 1,
+            "D5": 9,
+            "D7": 5,
+            "D9": 8,
+            "D10": 9,
+            "D11": 11,
+            "D12": 2,
+            "D24": 6,
+            "D30": 9
+          },
+          "arudha_signs": {
+            "A7": 5,
+            "A10": 1,
+            "UL": 3
+          },
+          "available_layers": [
+            "A10",
+            "A7",
+            "Ashtakavarga",
+            "D1",
+            "D10",
+            "D11",
+            "D12",
+            "D2",
+            "D24",
+            "D3",
+            "D30",
+            "D4",
+            "D5",
+            "D7",
+            "D9",
+            "KP_cusps",
+            "Shadbala",
+            "UL"
+          ],
+          "blocked_layers": [],
+          "fingerprints": {
+            "natal": "a80c442089372004d00da22d820514f7a5f8d46014797bf7a4e1407d40e1c064",
+            "vargas": "b618a36202e2565a2025b55d404695d77f1f00e9cfc6c05e71c0cb2852b483ad",
+            "arudha": "462ad5e62ffdcc0fd21679b693661c9ee4965f25249ed3ec74e8981a7eda2ea2",
+            "ashtakavarga": "7e26efbe44c8e1b715905684b6a57e2325ac6b0b8ca322cd438d66a717108931",
+            "shadbala": "a6fdbd7e4d690255e5dac02d92b73da9a0f9d2cf8461136abd2be5e9beebbc01",
+            "static": "e88020586fb0c044f5b1a70c5e4e486b36b7b5f22668a72170f28954afb4ca1a"
+          }
+        }
+      ]
+    },
+    "diagnostics": {
+      "primary_cluster_retention_rate": 1.0,
+      "leave_one_event_out_retention_rate": 1.0,
+      "leave_one_domain_out_retention_rate": 1.0,
+      "date_sensitivity_retention_rate": 1.0,
+      "neighbor_support_minutes": 1,
+      "primary_secondary_margin_percent": 14.797,
+      "cluster_mass_ratio": 0.2870682560331324,
+      "unstable_event_ids": [],
+      "most_discriminating_layers": [
+        "d1-rashi",
+        "d10-dashamsa",
+        "dasha-transition-proximity",
+        "shadbala_sthana_drik_naisargika_support_auxiliary",
+        "vim_md_functional_benefic_auxiliary"
+      ],
+      "event_date_sensitivity": [
+        {
+          "event_id": "00000000-0000-4000-8000-000000000001",
+          "declared_date_range": {
+            "start": "2020-01-01",
+            "end": "2020-01-01",
+            "precision": "day"
+          },
+          "sample_dates": [
+            "2020-01-01"
+          ],
+          "winner_retention_rate": 1.0,
+          "score_variance": 0.0,
+          "candidate_cluster_retention_rate": 1.0
+        }
+      ],
+      "candidate_splits": [
+        {
+          "left_cluster": {
+            "start": "23:58",
+            "end": "23:58"
+          },
+          "right_cluster": {
+            "start": "23:59",
+            "end": "23:59"
+          },
+          "technique_layers": [
+            "D10",
+            "D5",
+            "Shadbala"
+          ],
+          "event_ids": [
+            "00000000-0000-4000-8000-000000000001"
+          ]
+        }
+      ],
+      "leave_one_event_out": [
+        {
+          "removed_event_id": "00000000-0000-4000-8000-000000000001",
+          "winner": "23:58",
+          "retained": true
+        }
+      ],
+      "leave_one_domain_out": [
+        {
+          "removed_domain": "career",
+          "winner": "23:58",
+          "retained": true
+        }
+      ],
+      "window_scan": {
+        "scanned": true,
+        "confirmation_allowed": false,
+        "unique_minute_claim": false,
+        "transitions": [
+          {
+            "layer": "d1",
+            "at": "23:58",
+            "user_meaning": "本命上升 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天蝎座",
+            "to_sign": "天蝎座"
+          },
+          {
+            "layer": "d9",
+            "at": "23:58",
+            "user_meaning": "D9 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d10",
+            "at": "23:58",
+            "user_meaning": "D10 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d4",
+            "at": "23:58",
+            "user_meaning": "D4 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "金牛座",
+            "to_sign": "金牛座"
+          },
+          {
+            "layer": "d5",
+            "at": "23:58",
+            "user_meaning": "D5 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双鱼座",
+            "to_sign": "双鱼座"
+          },
+          {
+            "layer": "d7",
+            "at": "23:58",
+            "user_meaning": "D7 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "处女座",
+            "to_sign": "处女座"
+          },
+          {
+            "layer": "d12",
+            "at": "23:58",
+            "user_meaning": "D12 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双子座",
+            "to_sign": "双子座"
+          },
+          {
+            "layer": "d24",
+            "at": "23:58",
+            "user_meaning": "D24 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "处女座",
+            "to_sign": "处女座"
+          },
+          {
+            "layer": "d2",
+            "at": "23:58",
+            "user_meaning": "D2 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "d11",
+            "at": "23:58",
+            "user_meaning": "D11 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "双鱼座",
+            "to_sign": "双鱼座"
+          },
+          {
+            "layer": "d30",
+            "at": "23:58",
+            "user_meaning": "D30 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "摩羯座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "pada",
+            "at": "23:58",
+            "user_meaning": "Nakshatra pada 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true
+          },
+          {
+            "layer": "hora",
+            "at": "23:58",
+            "user_meaning": "Hora Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "ghati",
+            "at": "23:58",
+            "user_meaning": "Ghati Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "狮子座",
+            "to_sign": "狮子座"
+          },
+          {
+            "layer": "bhava",
+            "at": "23:58",
+            "user_meaning": "Bhava Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "摩羯座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "pranapada",
+            "at": "23:58",
+            "user_meaning": "Pranapada Lagna 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp1",
+            "at": "23:58",
+            "user_meaning": "KP 1宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天秤座",
+            "to_sign": "天秤座"
+          },
+          {
+            "layer": "kp4",
+            "at": "23:58",
+            "user_meaning": "KP 4宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp7",
+            "at": "23:58",
+            "user_meaning": "KP 7宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "天蝎座",
+            "to_sign": "天蝎座"
+          },
+          {
+            "layer": "kp10",
+            "at": "23:58",
+            "user_meaning": "KP 10宫子主 在这一段起点的状态",
+            "candidate_date": "2000-02-29",
+            "window_index": 0,
+            "window_offset_minutes": 0,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "segment_start": true,
+            "from_sign": "射手座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "d10",
+            "at": "23:59",
+            "user_meaning": "D10 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "射手座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "d5",
+            "at": "23:59",
+            "user_meaning": "D5 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "双鱼座",
+            "to_sign": "摩羯座"
+          },
+          {
+            "layer": "kp1",
+            "at": "23:59",
+            "user_meaning": "KP 1宫子主 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "天秤座",
+            "to_sign": "射手座"
+          },
+          {
+            "layer": "kp10",
+            "at": "23:59",
+            "user_meaning": "KP 10宫子主 在 23:59 发生变化",
+            "candidate_date": "2000-02-29",
+            "window_index": 1,
+            "window_offset_minutes": 1,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "射手座",
+            "to_sign": "金牛座"
+          },
+          {
+            "layer": "d24",
+            "at": "00:02",
+            "user_meaning": "D24 在 00:02 发生变化",
+            "candidate_date": "2000-03-01",
+            "window_index": 4,
+            "window_offset_minutes": 4,
+            "segment_index": 0,
+            "segment_start_at": "2000-02-29T23:58",
+            "segment_end_at": "2000-03-01T00:02",
+            "from_sign": "处女座",
+            "to_sign": "天秤座"
+          }
+        ],
+        "d1_lagna_count": 1,
+        "d1_candidates_differ": false,
+        "d9_lagna_count": 1,
+        "d9_candidates_differ": false,
+        "d10_lagna_count": 2,
+        "d10_candidates_differ": true,
+        "d4_lagna_count": 1,
+        "d4_candidates_differ": false,
+        "d5_lagna_count": 2,
+        "d5_candidates_differ": true,
+        "d7_lagna_count": 1,
+        "d7_candidates_differ": false,
+        "d12_lagna_count": 1,
+        "d12_candidates_differ": false,
+        "d24_lagna_count": 2,
+        "d24_candidates_differ": true,
+        "d2_lagna_count": 1,
+        "d2_candidates_differ": false,
+        "d11_lagna_count": 1,
+        "d11_candidates_differ": false,
+        "d30_lagna_count": 1,
+        "d30_candidates_differ": false,
+        "pada_count": 1,
+        "pada_candidates_differ": false,
+        "hora_count": 1,
+        "hora_candidates_differ": false,
+        "ghati_count": 1,
+        "ghati_candidates_differ": false,
+        "bhava_count": 1,
+        "bhava_candidates_differ": false,
+        "pranapada_count": 1,
+        "pranapada_candidates_differ": false,
+        "kp1_count": 2,
+        "kp1_candidates_differ": true,
+        "kp4_count": 1,
+        "kp4_candidates_differ": false,
+        "kp7_count": 1,
+        "kp7_candidates_differ": false,
+        "kp10_count": 2,
+        "kp10_candidates_differ": true,
+        "d9_sign_names": [
+          "射手座"
+        ],
+        "d10_sign_names": [
+          "射手座",
+          "摩羯座"
+        ]
+      }
+    },
+    "candidate_summary": {
+      "claim_status": "candidate_range_not_birth_time_truth",
+      "candidate_range": {
+        "start_time": "23:58",
+        "end_time": "23:58",
+        "candidate_intervals": [
+          {
+            "start_at": "2000-02-29T23:58",
+            "end_at": "2000-02-29T23:58"
+          }
+        ],
+        "representative_time": "23:58",
+        "width_minutes": 1,
+        "representative_is_unique": false
+      },
+      "supporting_evidence": [
+        {
+          "domain": "career",
+          "event_count": 1,
+          "rule_ids": [
+            "d1-rashi",
+            "d10-dashamsa",
+            "dasha-transition-proximity",
+            "shadbala_sthana_drik_naisargika_support_auxiliary",
+            "vim_md_functional_benefic_auxiliary"
+          ],
+          "total_points": 1.0
+        }
+      ],
+      "unconfirmed_evidence": [],
+      "contradictory_evidence": [],
+      "reasons": [
+        "insufficient_events",
+        "insufficient_domain_diversity",
+        "insufficient_confirmation_events",
+        "insufficient_confirmation_domains",
+        "insufficient_confirmation_margin",
+        "engine_exact_confirmation_not_granted",
+        "external_validation_not_passed",
+        "public_aa_holdout_not_ready"
+      ],
+      "next_step_codes": [
+        "collect_at_least_five_events",
+        "do_not_apply_as_birth_time_truth"
+      ],
+      "stability": {
+        "label": "low"
+      },
+      "report": {
+        "candidate_range": {
+          "start_time": "23:58",
+          "end_time": "23:58",
+          "candidate_intervals": [
+            {
+              "start_at": "2000-02-29T23:58",
+              "end_at": "2000-02-29T23:58"
+            }
+          ],
+          "representative_time": "23:58",
+          "width_minutes": 1,
+          "representative_is_unique": false
+        },
+        "representative_time": "23:58",
+        "representative_label": "代表性候选，不是唯一解",
+        "confidence": "low",
+        "evidence": [
+          {
+            "event_id": "00000000-0000-4000-8000-000000000001",
+            "summary": "Fictional career entry for date-contract testing",
+            "domain": "career",
+            "date": {
+              "start": "2020-01-01",
+              "end": "2020-01-01",
+              "precision": "day"
+            },
+            "status": "supporting",
+            "supports_candidate_time": "23:58",
+            "methods": [
+              "d1-rashi",
+              "d10-dashamsa",
+              "dasha-transition-proximity",
+              "shadbala_sthana_drik_naisargika_support_auxiliary",
+              "vim_md_functional_benefic_auxiliary"
+            ]
+          }
+        ],
+        "excluded_candidates": [
+          {
+            "time": "23:59",
+            "reason": "not_the_leading_candidate",
+            "representative_time": "23:58"
+          },
+          {
+            "time": "00:02",
+            "reason": "not_the_leading_candidate",
+            "representative_time": "23:58"
+          }
+        ],
+        "next_step_codes": [
+          "collect_at_least_five_events",
+          "do_not_apply_as_birth_time_truth"
+        ],
+        "confirmation_gate_blockers": [
+          {
+            "technique": "VedAstro 分钟级校验",
+            "status": "blocked",
+            "user_meaning": "官方分钟敏感校验尚未跑通。未调用不等于失败，但缺这一层不能写确认。"
+          },
+          {
+            "technique": "唯一分钟确认",
+            "status": "blocked",
+            "user_meaning": "本会话以代表性时间收口，不确认唯一分钟。"
+          }
+        ],
+        "limitations": [
+          "官方分钟敏感校验尚未跑通。未调用不等于失败，但缺这一层不能写确认。",
+          "本会话以代表性时间收口，不确认唯一分钟。"
+        ],
+        "claim_status": "candidate_range_not_birth_time_truth"
+      }
+    },
+    "next_step_codes": [
+      "collect_at_least_five_events",
+      "do_not_apply_as_birth_time_truth"
+    ],
+    "stability": {
+      "label": "low"
+    },
+    "rectification_report": {
+      "candidate_range": {
+        "start_time": "23:58",
+        "end_time": "23:58",
+        "candidate_intervals": [
+          {
+            "start_at": "2000-02-29T23:58",
+            "end_at": "2000-02-29T23:58"
+          }
+        ],
+        "representative_time": "23:58",
+        "width_minutes": 1,
+        "representative_is_unique": false
+      },
+      "representative_time": "23:58",
+      "representative_label": "代表性候选，不是唯一解",
+      "confidence": "low",
+      "evidence": [
+        {
+          "event_id": "00000000-0000-4000-8000-000000000001",
+          "summary": "Fictional career entry for date-contract testing",
+          "domain": "career",
+          "date": {
+            "start": "2020-01-01",
+            "end": "2020-01-01",
+            "precision": "day"
+          },
+          "status": "supporting",
+          "supports_candidate_time": "23:58",
+          "methods": [
+            "d1-rashi",
+            "d10-dashamsa",
+            "dasha-transition-proximity",
+            "shadbala_sthana_drik_naisargika_support_auxiliary",
+            "vim_md_functional_benefic_auxiliary"
+          ]
+        }
+      ],
+      "excluded_candidates": [
+        {
+          "time": "23:59",
+          "reason": "not_the_leading_candidate",
+          "representative_time": "23:58"
+        },
+        {
+          "time": "00:02",
+          "reason": "not_the_leading_candidate",
+          "representative_time": "23:58"
+        }
+      ],
+      "next_step_codes": [
+        "collect_at_least_five_events",
+        "do_not_apply_as_birth_time_truth"
+      ],
+      "confirmation_gate_blockers": [
+        {
+          "technique": "VedAstro 分钟级校验",
+          "status": "blocked",
+          "user_meaning": "官方分钟敏感校验尚未跑通。未调用不等于失败，但缺这一层不能写确认。"
+        },
+        {
+          "technique": "唯一分钟确认",
+          "status": "blocked",
+          "user_meaning": "本会话以代表性时间收口，不确认唯一分钟。"
+        }
+      ],
+      "limitations": [
+        "官方分钟敏感校验尚未跑通。未调用不等于失败，但缺这一层不能写确认。",
+        "本会话以代表性时间收口，不确认唯一分钟。"
+      ],
+      "claim_status": "candidate_range_not_birth_time_truth"
+    },
+    "robustness": {
+      "neighbor_support_minutes": 1,
+      "leave_one_out_retention_rate": 1.0,
+      "leave_one_domain_out_retention_rate": 1.0,
+      "date_sensitivity_retention_rate": 1.0
+    },
+    "missing_layers": [],
+    "display_allowed": true,
+    "selection_allowed": false,
+    "acceptance_allowed": false,
+    "propose_allowed": false,
+    "confirmation_allowed": false,
+    "representative_candidate_id": "5a7108e6-ef9e-5459-8d1f-1c4320a98a75",
+    "representative_time": "23:58",
+    "overall_confidence": "low",
+    "margin_percent": 14.797,
+    "can_confirm_exact_minute": false
+  }
+}
\ No newline at end of file
diff --git a/frontend/tests/rectification-dated-algorithm-generation-20261002.test.ts b/frontend/tests/rectification-dated-algorithm-generation-20261002.test.ts
index 8a583aef..fd25c6a9 100644
--- a/frontend/tests/rectification-dated-algorithm-generation-20261002.test.ts
+++ b/frontend/tests/rectification-dated-algorithm-generation-20261002.test.ts
@@ -22,13 +22,14 @@ test("dated contract is a generation threshold, not one literal", () => {
   }
 });
 
-test("receipt default and Python identity agree on scoring-10", (t) => {
+test("receipt default and Python identity agree on scoring-11", (t) => {
   const saved = process.env.RECTIFICATION_ENGINE_VERSION;
   delete process.env.RECTIFICATION_ENGINE_VERSION;
   t.after(() => { if (saved === undefined) delete process.env.RECTIFICATION_ENGINE_VERSION; else process.env.RECTIFICATION_ENGINE_VERSION = saved; });
-  assert.equal(v9EngineVersion(), "rectification-v5-matrix-scoring-10");
+  // 原值: rectification-v5-matrix-scoring-10；新值: ...-scoring-11；原因: D5/D11 改变同输入分数（BUG-1260）。
+  assert.equal(v9EngineVersion(), "rectification-v5-matrix-scoring-11");
   const python = readFileSync(new URL("../../scripts/rectification/scoring_service.py", import.meta.url), "utf8");
-  assert.match(python, /^ALGORITHM_VERSION = "rectification-v5-matrix-scoring-10"$/m);
+  assert.match(python, /^ALGORITHM_VERSION = "rectification-v5-matrix-scoring-11"$/m);
 });
 
 test("no source file compares the algorithm identity with a scoring-N literal", () => {
@@ -73,3 +74,16 @@ test("a scoring-9 history opens read-only under scoring-10 and offers a recompar
   // Its candidates still parse as dated (generation >= 9), so the opened history keeps civil dates.
   assert.ok(dossier.latestResult!.candidates.every((candidate) => typeof candidate.candidate_date === "string"));
 });
+
+test("a scoring-10 history opens read-only under scoring-11 and offers a recompare (BUG-621)", () => {
+  const historical = JSON.parse(readFileSync(new URL("./fixtures/rectification-midnight-date-anchor.delivery.scoring-10.native.json", import.meta.url), "utf8")).response;
+  assert.equal(historical.algorithm_version, "rectification-v5-matrix-scoring-10");
+  const latest = { ...historical, candidates: historical.candidate_decisions };
+  const dossier = parseV9CaseDossier(dossierFixture({ stage: "minute", latestResult: latest }));
+  assert.ok(dossier);
+  assert.equal(dossier.latestResult?.algorithmVersion, "rectification-v5-matrix-scoring-10");
+  const policyVersion = historical.decision_policy_version;
+  const underEleven = resultIdentityView(dossier, { algorithmVersion: "rectification-v5-matrix-scoring-11", policyVersion });
+  assert.deepEqual([underEleven.read_only, underEleven.can_recompare, underEleven.algorithm_version], [true, true, "rectification-v5-matrix-scoring-10"]);
+  assert.ok(dossier.latestResult!.candidates.every((candidate) => typeof candidate.candidate_date === "string"));
+});
diff --git a/frontend/tests/rectification-engine-version-cross-midnight.test.ts b/frontend/tests/rectification-engine-version-cross-midnight.test.ts
index 3f86daf9..660b1a17 100644
--- a/frontend/tests/rectification-engine-version-cross-midnight.test.ts
+++ b/frontend/tests/rectification-engine-version-cross-midnight.test.ts
@@ -31,18 +31,21 @@ const golden = JSON.parse(readFileSync(new URL(
 // Historical golden identity stays fixed; it must not be relabeled as the live engine.
 const CURRENT = "rectification-v5-matrix-scoring-8";
 const PREVIOUS = "rectification-v5-matrix-scoring-7";
-// 原值: LIVE_CURRENT = "rectification-v5-matrix-scoring-9"（liveGolden 同时充当「当前版本」）
-// 新值: LIVE_CURRENT = "...-scoring-10"；scoring-9 的 dated golden 留作历史（DATED_HISTORICAL），
-//       当前版本另有真实引擎生成的 scoring-10 dated golden（currentGolden）
-// 原因: 功能吉凶 v2 改变同输入分数，按「打分语义变化必须 bump」升算法身份（BUG-1181）
-const LIVE_CURRENT = "rectification-v5-matrix-scoring-10";
+// 原值: LIVE_CURRENT = "rectification-v5-matrix-scoring-10"；新值: "...-scoring-11"；
+//       scoring-10 dated golden 留作历史，当前版本另有真实引擎生成的 scoring-11 golden。
+// 原因: D5/D11 改变同输入分数（BUG-1260），按 BUG-1181 升算法身份。
+const LIVE_CURRENT = "rectification-v5-matrix-scoring-11";
 const DATED_HISTORICAL = "rectification-v5-matrix-scoring-9";
+const SCORING_10 = "rectification-v5-matrix-scoring-10";
 const liveGolden = JSON.parse(readFileSync(new URL(
   "./fixtures/rectification-midnight-date-anchor.delivery.native.json", import.meta.url,
 ), "utf8"));
-const currentGolden = JSON.parse(readFileSync(new URL(
+const scoring10Golden = JSON.parse(readFileSync(new URL(
   "./fixtures/rectification-midnight-date-anchor.delivery.scoring-10.native.json", import.meta.url,
 ), "utf8"));
+const currentGolden = JSON.parse(readFileSync(new URL(
+  "./fixtures/rectification-midnight-date-anchor.delivery.scoring-11.native.json", import.meta.url,
+), "utf8"));
 const envKeys = [
   "RECTIFICATION_ENGINE_VERSION", "RECTIFICATION_ALGORITHM_VERSION",
   "RECTIFICATION_DECISION_POLICY_VERSION",
@@ -69,8 +72,9 @@ test("receipt default matches the cross-midnight native scoring version without
   assert.equal(golden.score.algorithm_version, CURRENT);
   assert.equal(golden.versions.algorithm_version, CURRENT);
   const python = readFileSync(new URL("../../scripts/rectification/scoring_service.py", import.meta.url), "utf8");
-  assert.match(python, /ALGORITHM_VERSION = "rectification-v5-matrix-scoring-10"/);
+  assert.match(python, /ALGORITHM_VERSION = "rectification-v5-matrix-scoring-11"/);
   assert.equal(liveGolden.response.algorithm_version, DATED_HISTORICAL);
+  assert.equal(scoring10Golden.response.algorithm_version, SCORING_10);
   assert.equal(currentGolden.response.algorithm_version, LIVE_CURRENT);
   const fingerprints = { evidenceLedgerFingerprint: "e".repeat(64), candidateRangeFingerprint: "c".repeat(64) };
   const live = {
@@ -79,9 +83,17 @@ test("receipt default matches the cross-midnight native scoring version without
   };
   const historical = { ...fingerprints, algorithmVersion: CURRENT, policyVersion: golden.versions.decision_policy_version };
   assert.equal(cachedEngineScoreIsReusable(historical, fingerprints, live), false);
-  // BUG-1181: a scoring-9 cache (old functional grouping) is not current under scoring-10.
+  // BUG-1181 / BUG-1260: scoring-9 and scoring-10 caches are not current under scoring-11.
   assert.equal(cachedEngineScoreIsReusable({ ...historical, algorithmVersion: DATED_HISTORICAL }, fingerprints, live), false);
-  assert.equal(cachedEngineScoreIsReusable({ ...historical, algorithmVersion: LIVE_CURRENT }, fingerprints, live), true);
+  assert.equal(cachedEngineScoreIsReusable({ ...historical, algorithmVersion: SCORING_10 }, fingerprints, live), false);
+  // 原值: 只把 algorithmVersion 改成 LIVE_CURRENT 即可复用（当时 golden 的策略与旧 fixture 相同）
+  // 新值: 复用还要带上当前 golden 的 policyVersion
+  // 原因: scoring-11 回执的策略是 policy-v4，旧跨午夜 fixture 的策略不是这一版（BUG-1260）
+  assert.equal(cachedEngineScoreIsReusable({
+    ...historical,
+    algorithmVersion: LIVE_CURRENT,
+    policyVersion: live.policyVersion,
+  }, fingerprints, live), true);
   assert.equal(historical.algorithmVersion, CURRENT, "checking live identity never relabels history");
   // A receipt default must not become an environment override for cache identity.
   assert.deepEqual(liveEngineScoringIdentityFromEnv({}), { algorithmVersion: null, policyVersion: null });
diff --git a/frontend/tests/rectification-midnight-date-anchor.test.ts b/frontend/tests/rectification-midnight-date-anchor.test.ts
index bca8d258..894e7cd3 100644
--- a/frontend/tests/rectification-midnight-date-anchor.test.ts
+++ b/frontend/tests/rectification-midnight-date-anchor.test.ts
@@ -97,9 +97,9 @@ for (const option of ["A", "B", "C", "skip_probe"] as const) test(`D1 initial no
   assert.equal(midnightSideChoice(current.case.candidate_range), null);
 });
 
-// BUG-1181: the scoring-10 golden (real engine, functional profile v2) must parse as dated too;
-// a literal "=== scoring-9" check would have turned it into a legacy same-day result.
-for (const fixture of ["rectification-midnight-date-anchor.delivery.native.json", "rectification-midnight-date-anchor.delivery.scoring-10.native.json"]) test(`native golden crosses engine parsing, inference and dated delivery without reanchoring (${fixture})`, async () => {
+// BUG-1181: scoring-9 and later goldens must parse as dated.
+// 原值: native + scoring-10；新值: 再加 scoring-11；原因: D5/D11 升到 scoring-11（BUG-1260），旧文件仍要按日期窗打开。
+for (const fixture of ["rectification-midnight-date-anchor.delivery.native.json", "rectification-midnight-date-anchor.delivery.scoring-10.native.json", "rectification-midnight-date-anchor.delivery.scoring-11.native.json"]) test(`native golden crosses engine parsing, inference and dated delivery without reanchoring (${fixture})`, async () => {
   const golden = JSON.parse(readFileSync(new URL(`./fixtures/${fixture}`, import.meta.url), "utf8"));
   const originalFetch = globalThis.fetch;
   globalThis.fetch = (async () => new Response(JSON.stringify(golden.response), { status: 200 })) as typeof fetch;
diff --git a/scripts/rectification/scoring_service.py b/scripts/rectification/scoring_service.py
index 63ae1112..68c56496 100644
--- a/scripts/rectification/scoring_service.py
+++ b/scripts/rectification/scoring_service.py
@@ -18,7 +18,10 @@ from scripts.rectification.case_holdout import holdout_event_ids
 # *_functional_benefic_auxiliary / *_functional_malefic_auxiliary rules, so identical
 # input scores differently; cached scoring-9 results must not be reused as
 # current. The dated candidate-window contract is unchanged (scoring-9+).
-ALGORITHM_VERSION = "rectification-v5-matrix-scoring-10"
+# scoring-11 (2026-10-07, BUG-1260): D5/D11 sign mappings change education and
+# finance varga points for the same input. Cached scoring-10 results must not
+# be reused as current. Policy and the dated window contract stay as they are.
+ALGORITHM_VERSION = "rectification-v5-matrix-scoring-11"
 INPUT_CONTRACT_VERSION = "rectification-calculation-spec-v5"
 PRECISION_WEIGHTS = {
     "day": 1.0,
diff --git a/tests/golden/rectification_engine_memoization_v4.json b/tests/golden/rectification_engine_memoization_v4.json
new file mode 100644
index 00000000..f3bb8ba2
--- /dev/null
+++ b/tests/golden/rectification_engine_memoization_v4.json
@@ -0,0 +1,1792 @@
+{
+  "source_commit": "db68e90816d462b0c17b4f84a0d19df83010fbce",
+  "candidate_scores": [
+    {
+      "time": "12:00",
+      "score": 8.5289,
+      "supporting_event_ids": [
+        "00000000-0000-4000-8000-000000000001",
+        "00000000-0000-4000-8000-000000000002"
+      ],
+      "conflicting_event_ids": []
+    },
+    {
+      "time": "12:01",
+      "score": 8.5242,
+      "supporting_event_ids": [
+        "00000000-0000-4000-8000-000000000001",
+        "00000000-0000-4000-8000-000000000002"
+      ],
+      "conflicting_event_ids": []
+    },
+    {
+      "time": "12:02",
+      "score": 8.0833,
+      "supporting_event_ids": [
+        "00000000-0000-4000-8000-000000000001",
+        "00000000-0000-4000-8000-000000000002"
+      ],
+      "conflicting_event_ids": []
+    }
+  ],
+  "decision_receipt": {
+    "receipt_version": "candidate-decision-receipt-v2",
+    "contract_version": "v2",
+    "event_contract_version": "rectification-event-contract-v2",
+    "policy_version": "rectification-candidate-policy-v4",
+    "decision_policy_version": "rectification-candidate-policy-v4",
+    "display_allowed": true,
+    "selection_allowed": false,
+    "acceptance_allowed": false,
+    "propose_allowed": false,
+    "confirmation_allowed": false,
+    "accept_allowed": false,
+    "confirm_allowed": false,
+    "representative_candidate_id": "5a03b871-4c62-53eb-86be-ffad1739adce",
+    "representative_time": "12:00",
+    "overall_confidence": "low",
+    "margin_percent": 5.2246,
+    "reasons": [
+      "insufficient_events",
+      "insufficient_domain_diversity",
+      "insufficient_diagnostic_stability",
+      "insufficient_confirmation_events",
+      "insufficient_confirmation_domains",
+      "insufficient_confirmation_margin",
+      "engine_exact_confirmation_not_granted",
+      "external_validation_not_passed",
+      "public_aa_holdout_not_ready"
+    ],
+    "acceptance_reasons": [
+      "insufficient_events",
+      "insufficient_domain_diversity"
+    ],
+    "confirmation_reasons": [
+      "insufficient_diagnostic_stability",
+      "insufficient_confirmation_events",
+      "insufficient_confirmation_domains",
+      "insufficient_confirmation_margin",
+      "engine_exact_confirmation_not_granted",
+      "external_validation_not_passed",
+      "public_aa_holdout_not_ready"
+    ],
+    "tie_policy": {
+      "score_quantum": 0.0001,
+      "absolute_tolerance": 0.0001,
+      "rounding": "ROUND_HALF_UP"
+    },
+    "gates": {
+      "candidate_presence": {
+        "passed": true,
+        "candidate_count": 2
+      },
+      "event_quality": {
+        "passed": false,
+        "scoreable_event_count": 2,
+        "training_event_count": 2,
+        "minimum": 4
+      },
+      "domain_diversity": {
+        "passed": false,
+        "scoreable_domain_count": 2,
+        "minimum": 3,
+        "domains": [
+          "career",
+          "education"
+        ]
+      },
+      "date_quality": {
+        "passed": true,
+        "precision_weight_total": 1.3,
+        "precision_weight_mean": 0.65,
+        "minimum_precision_weight_mean": 0.65,
+        "low_reliability_event_ids": [],
+        "unresolved_conflict_event_ids": []
+      },
+      "unique_top": {
+        "passed": true,
+        "tied_minute_count": 1
+      },
+      "diagnostic_quality": {
+        "passed": false,
+        "minimum_retention": 0.75,
+        "minimum_margin_percent": 10.0,
+        "margin_percent": 5.2246,
+        "leave_one_event_out_retention_rate": 1.0,
+        "leave_one_domain_out_retention_rate": 1.0,
+        "date_sensitivity_retention_rate": 0.9583333333333333
+      },
+      "required_layers": {
+        "passed": true,
+        "missing_layers": [],
+        "skipped_by_policy": []
+      },
+      "exact_confirmation": {
+        "passed": false,
+        "fail_closed": true,
+        "engine_granted": false,
+        "adjacent_passed": true,
+        "indistinguishable_width_minutes": 3,
+        "max_confirmation_width_minutes": 5,
+        "external_validation_status": "not_evaluated",
+        "unique_minute_path": "closed_at_representative",
+        "required_scoreable_events": 4,
+        "required_scoreable_domains": 3,
+        "reason": "engine_and_external_validation_must_explicitly_pass",
+        "holdout": {
+          "sealed_benchmark_id": "minute_rectification_fact_ranker_v4_holdout_v3",
+          "status": "not_ready",
+          "valid_public_aa_cases": 20,
+          "required_cases": 20,
+          "top_1_rate": 0.15,
+          "confirmation_coverage_rate": 0.0
+        }
+      }
+    },
+    "house_table": {
+      "time": "12:00",
+      "lagna": "\u53cc\u9c7c\u5ea7",
+      "houses": [
+        {
+          "house": 1,
+          "sign": "\u53cc\u9c7c\u5ea7",
+          "occupants": []
+        },
+        {
+          "house": 2,
+          "sign": "\u767d\u7f8a\u5ea7",
+          "occupants": []
+        },
+        {
+          "house": 3,
+          "sign": "\u91d1\u725b\u5ea7",
+          "occupants": []
+        },
+        {
+          "house": 4,
+          "sign": "\u53cc\u5b50\u5ea7",
+          "occupants": [
+            "\u6728\u661f"
+          ]
+        },
+        {
+          "house": 5,
+          "sign": "\u5de8\u87f9\u5ea7",
+          "occupants": [
+            "\u8ba1\u90fd"
+          ]
+        },
+        {
+          "house": 6,
+          "sign": "\u72ee\u5b50\u5ea7",
+          "occupants": []
+        },
+        {
+          "house": 7,
+          "sign": "\u5904\u5973\u5ea7",
+          "occupants": []
+        },
+        {
+          "house": 8,
+          "sign": "\u5929\u79e4\u5ea7",
+          "occupants": []
+        },
+        {
+          "house": 9,
+          "sign": "\u5929\u874e\u5ea7",
+          "occupants": [
+            "\u706b\u661f"
+          ]
+        },
+        {
+          "house": 10,
+          "sign": "\u5c04\u624b\u5ea7",
+          "occupants": [
+            "\u592a\u9633",
+            "\u571f\u661f"
+          ]
+        },
+        {
+          "house": 11,
+          "sign": "\u6469\u7faf\u5ea7",
+          "occupants": [
+            "\u6c34\u661f",
+            "\u91d1\u661f",
+            "\u7f57\u777a"
+          ]
+        },
+        {
+          "house": 12,
+          "sign": "\u6c34\u74f6\u5ea7",
+          "occupants": [
+            "\u6708\u4eae"
+          ]
+        }
+      ]
+    },
+    "natal_recast": {
+      "time": "12:00",
+      "lagna": "\u53cc\u9c7c\u5ea7",
+      "user_meaning": "\u672c\u547d\u5bab\u4f4d\u5df2\u6309 12:00 \u91cd\u7b97\uff08\u4e0a\u5347 \u53cc\u9c7c\u5ea7\uff09\u3002\u4e0b\u9762\u662f\u672c\u8f6e\u5b9e\u9645\u6267\u884c\u7684\u6280\u6cd5\uff0c\u4e0d\u80fd\u5f53\u4f5c\u552f\u4e00\u5206\u949f\u786e\u8ba4\u3002",
+      "unique_minute_claim": false,
+      "confirmation_allowed": false
+    },
+    "house_tables_by_time": {
+      "12:00": {
+        "time": "12:00",
+        "lagna": "\u53cc\u9c7c\u5ea7",
+        "houses": [
+          {
+            "house": 1,
+            "sign": "\u53cc\u9c7c\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 2,
+            "sign": "\u767d\u7f8a\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 3,
+            "sign": "\u91d1\u725b\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 4,
+            "sign": "\u53cc\u5b50\u5ea7",
+            "occupants": [
+              "\u6728\u661f"
+            ]
+          },
+          {
+            "house": 5,
+            "sign": "\u5de8\u87f9\u5ea7",
+            "occupants": [
+              "\u8ba1\u90fd"
+            ]
+          },
+          {
+            "house": 6,
+            "sign": "\u72ee\u5b50\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 7,
+            "sign": "\u5904\u5973\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 8,
+            "sign": "\u5929\u79e4\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 9,
+            "sign": "\u5929\u874e\u5ea7",
+            "occupants": [
+              "\u706b\u661f"
+            ]
+          },
+          {
+            "house": 10,
+            "sign": "\u5c04\u624b\u5ea7",
+            "occupants": [
+              "\u592a\u9633",
+              "\u571f\u661f"
+            ]
+          },
+          {
+            "house": 11,
+            "sign": "\u6469\u7faf\u5ea7",
+            "occupants": [
+              "\u6c34\u661f",
+              "\u91d1\u661f",
+              "\u7f57\u777a"
+            ]
+          },
+          {
+            "house": 12,
+            "sign": "\u6c34\u74f6\u5ea7",
+            "occupants": [
+              "\u6708\u4eae"
+            ]
+          }
+        ]
+      },
+      "12:01": {
+        "time": "12:01",
+        "lagna": "\u53cc\u9c7c\u5ea7",
+        "houses": [
+          {
+            "house": 1,
+            "sign": "\u53cc\u9c7c\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 2,
+            "sign": "\u767d\u7f8a\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 3,
+            "sign": "\u91d1\u725b\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 4,
+            "sign": "\u53cc\u5b50\u5ea7",
+            "occupants": [
+              "\u6728\u661f"
+            ]
+          },
+          {
+            "house": 5,
+            "sign": "\u5de8\u87f9\u5ea7",
+            "occupants": [
+              "\u8ba1\u90fd"
+            ]
+          },
+          {
+            "house": 6,
+            "sign": "\u72ee\u5b50\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 7,
+            "sign": "\u5904\u5973\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 8,
+            "sign": "\u5929\u79e4\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 9,
+            "sign": "\u5929\u874e\u5ea7",
+            "occupants": [
+              "\u706b\u661f"
+            ]
+          },
+          {
+            "house": 10,
+            "sign": "\u5c04\u624b\u5ea7",
+            "occupants": [
+              "\u592a\u9633",
+              "\u571f\u661f"
+            ]
+          },
+          {
+            "house": 11,
+            "sign": "\u6469\u7faf\u5ea7",
+            "occupants": [
+              "\u6c34\u661f",
+              "\u91d1\u661f",
+              "\u7f57\u777a"
+            ]
+          },
+          {
+            "house": 12,
+            "sign": "\u6c34\u74f6\u5ea7",
+            "occupants": [
+              "\u6708\u4eae"
+            ]
+          }
+        ]
+      },
+      "12:02": {
+        "time": "12:02",
+        "lagna": "\u53cc\u9c7c\u5ea7",
+        "houses": [
+          {
+            "house": 1,
+            "sign": "\u53cc\u9c7c\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 2,
+            "sign": "\u767d\u7f8a\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 3,
+            "sign": "\u91d1\u725b\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 4,
+            "sign": "\u53cc\u5b50\u5ea7",
+            "occupants": [
+              "\u6728\u661f"
+            ]
+          },
+          {
+            "house": 5,
+            "sign": "\u5de8\u87f9\u5ea7",
+            "occupants": [
+              "\u8ba1\u90fd"
+            ]
+          },
+          {
+            "house": 6,
+            "sign": "\u72ee\u5b50\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 7,
+            "sign": "\u5904\u5973\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 8,
+            "sign": "\u5929\u79e4\u5ea7",
+            "occupants": []
+          },
+          {
+            "house": 9,
+            "sign": "\u5929\u874e\u5ea7",
+            "occupants": [
+              "\u706b\u661f"
+            ]
+          },
+          {
+            "house": 10,
+            "sign": "\u5c04\u624b\u5ea7",
+            "occupants": [
+              "\u592a\u9633",
+              "\u571f\u661f"
+            ]
+          },
+          {
+            "house": 11,
+            "sign": "\u6469\u7faf\u5ea7",
+            "occupants": [
+              "\u6c34\u661f",
+              "\u91d1\u661f",
+              "\u7f57\u777a"
+            ]
+          },
+          {
+            "house": 12,
+            "sign": "\u6c34\u74f6\u5ea7",
+            "occupants": [
+              "\u6708\u4eae"
+            ]
+          }
+        ]
+      }
+    },
+    "technique_audit_table": [
+      {
+        "technique": "D1 \u672c\u547d\u76d8",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u6309\u8be5\u5206\u949f\u91cd\u7b97\u672c\u547d\u5bab\u4f4d\u3002"
+      },
+      {
+        "technique": "D5 \u6210\u5c31\u5206\u76d8",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u5bf9\u7167\u5b66\u4e1a\u6216\u88ab\u59d4\u4ee5\u8d23\u4efb\u7684\u53d8\u5316\u3002"
+      },
+      {
+        "technique": "D10 \u4e8b\u4e1a\u5206\u76d8",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u5bf9\u7167\u4e8b\u4e1a\u4e3b\u9898\uff0c\u53ef\u7528 D10 \u4e0a\u5347\u7c7b\u578b\u8868\u4f5c\u6821\u65f6\u65b9\u6cd5\uff0c\u4e0d\u662f\u547d\u8fd0\u627f\u8bfa\u3002"
+      },
+      {
+        "technique": "D24 \u6559\u80b2\u5206\u76d8",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u5bf9\u7167\u5b66\u4e1a\u4e3b\u9898\u3002"
+      },
+      {
+        "technique": "Vimshottari",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u5bf9\u7167\u4e3b\u9650\u3002"
+      },
+      {
+        "technique": "Narayana",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u5bf9\u7167\u5206\u76d8\u5927\u8fd0\u3002"
+      },
+      {
+        "technique": "Ashtakavarga",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u505a Ashtakavarga \u8f85\u52a9\u5bf9\u7167\u3002"
+      },
+      {
+        "technique": "Shadbala",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u505a\u5df2\u6838\u9a8c\u7684 Shadbala \u5206\u91cf\u8f85\u52a9\u5bf9\u7167\u3002"
+      },
+      {
+        "technique": "\u6362\u8fd0\u8d34\u8fd1\u5ea6",
+        "status": "executed",
+        "note": "\u672c\u8f6e\u5df2\u5bf9\u7167\u65e5\u7ea7\u4e8b\u4ef6\u4e0e\u5019\u9009\u6362\u8fd0\u65e5\u671f\u7684\u8d34\u8fd1\u7a0b\u5ea6\u3002"
+      },
+      {
+        "technique": "KP \u5bab\u5934",
+        "status": "executed",
+        "note": "\u5df2\u6309 Swiss Ephemeris Placidus + Krishnamurti \u89c2\u5bdf 12 \u5bab\u5934\uff1b\u4e0d\u8ba1\u5206\uff0c\u4e0d\u53c2\u4e0e\u63d0\u51fa\u95e8\u6216\u786e\u8ba4\u95e8\u3002"
+      },
+      {
+        "technique": "VedAstro \u5206\u949f\u7ea7\u6821\u9a8c",
+        "status": "blocked",
+        "note": "\u5b98\u65b9\u5206\u949f\u654f\u611f\u6821\u9a8c\u5c1a\u672a\u8dd1\u901a\u3002\u672a\u8c03\u7528\u4e0d\u7b49\u4e8e\u5931\u8d25\uff0c\u4f46\u7f3a\u8fd9\u4e00\u5c42\u4e0d\u80fd\u5199\u786e\u8ba4\u3002"
+      },
+      {
+        "technique": "\u552f\u4e00\u5206\u949f\u786e\u8ba4",
+        "status": "blocked",
+        "note": "\u672c\u4f1a\u8bdd\u4ee5\u4ee3\u8868\u6027\u65f6\u95f4\u6536\u53e3\uff0c\u4e0d\u786e\u8ba4\u552f\u4e00\u5206\u949f\u3002"
+      }
+    ],
+    "window_scan": {
+      "scanned": true,
+      "confirmation_allowed": false,
+      "unique_minute_claim": false,
+      "transitions": [
+        {
+          "layer": "kp1",
+          "at": "12:01",
+          "user_meaning": "KP 1\u5bab\u5b50\u4e3b \u5728 12:01 \u53d1\u751f\u53d8\u5316",
+          "from_sign": "\u5c04\u624b\u5ea7",
+          "to_sign": "\u767d\u7f8a\u5ea7"
+        },
+        {
+          "layer": "d9",
+          "at": "12:02",
+          "user_meaning": "D9 \u5728 12:02 \u53d1\u751f\u53d8\u5316",
+          "from_sign": "\u5c04\u624b\u5ea7",
+          "to_sign": "\u6469\u7faf\u5ea7"
+        },
+        {
+          "layer": "d12",
+          "at": "12:02",
+          "user_meaning": "D12 \u5728 12:02 \u53d1\u751f\u53d8\u5316",
+          "from_sign": "\u5929\u79e4\u5ea7",
+          "to_sign": "\u5929\u874e\u5ea7"
+        },
+        {
+          "layer": "d24",
+          "at": "12:02",
+          "user_meaning": "D24 \u5728 12:02 \u53d1\u751f\u53d8\u5316",
+          "from_sign": "\u5929\u79e4\u5ea7",
+          "to_sign": "\u5929\u874e\u5ea7"
+        },
+        {
+          "layer": "d30",
+          "at": "12:02",
+          "user_meaning": "D30 \u5728 12:02 \u53d1\u751f\u53d8\u5316",
+          "from_sign": "\u6469\u7faf\u5ea7",
+          "to_sign": "\u5929\u874e\u5ea7"
+        },
+        {
+          "layer": "pada",
+          "at": "12:02",
+          "user_meaning": "Nakshatra pada \u5728 12:02 \u53d1\u751f\u53d8\u5316"
+        }
+      ],
+      "d1_lagna_count": 1,
+      "d1_candidates_differ": false,
+      "d9_lagna_count": 2,
+      "d9_candidates_differ": true,
+      "d10_lagna_count": 1,
+      "d10_candidates_differ": false,
+      "d4_lagna_count": 1,
+      "d4_candidates_differ": false,
+      "d5_lagna_count": 1,
+      "d5_candidates_differ": false,
+      "d7_lagna_count": 1,
+      "d7_candidates_differ": false,
+      "d12_lagna_count": 2,
+      "d12_candidates_differ": true,
+      "d24_lagna_count": 2,
+      "d24_candidates_differ": true,
+      "d2_lagna_count": 1,
+      "d2_candidates_differ": false,
+      "d11_lagna_count": 1,
+      "d11_candidates_differ": false,
+      "d30_lagna_count": 2,
+      "d30_candidates_differ": true,
+      "pada_count": 2,
+      "pada_candidates_differ": true,
+      "hora_count": 1,
+      "hora_candidates_differ": false,
+      "ghati_count": 1,
+      "ghati_candidates_differ": false,
+      "bhava_count": 1,
+      "bhava_candidates_differ": false,
+      "pranapada_count": 1,
+      "pranapada_candidates_differ": false,
+      "kp1_count": 2,
+      "kp1_candidates_differ": true,
+      "kp4_count": 1,
+      "kp4_candidates_differ": false,
+      "kp7_count": 1,
+      "kp7_candidates_differ": false,
+      "kp10_count": 1,
+      "kp10_candidates_differ": false,
+      "d9_sign_names": [
+        "\u5c04\u624b\u5ea7",
+        "\u6469\u7faf\u5ea7"
+      ],
+      "d10_sign_names": [
+        "\u91d1\u725b\u5ea7"
+      ]
+    },
+    "event_dasha_ledger": [
+      {
+        "summary": "\u5165\u5b66",
+        "match": "strong",
+        "match_label": "\u5f3a\u76f8\u5173",
+        "tracks": [
+          "vimshottari",
+          "narayana"
+        ],
+        "gochara": "not_seen",
+        "user_meaning": "\u5165\u5b66\uff1a\u5f3a\u76f8\u5173\uff08\u4e3b\u9650\u3001\u5206\u76d8\u5927\u8fd0\uff1bGochara \u672a\u89c1\u5bf9\u5e94\uff09",
+        "domain": "education",
+        "year_month": "2008-01"
+      },
+      {
+        "summary": "\u5165\u804c",
+        "match": "strong",
+        "match_label": "\u5f3a\u76f8\u5173",
+        "tracks": [
+          "vimshottari"
+        ],
+        "gochara": "not_seen",
+        "user_meaning": "\u5165\u804c\uff1a\u5f3a\u76f8\u5173\uff08\u4e3b\u9650\uff1bGochara \u672a\u89c1\u5bf9\u5e94\uff09",
+        "domain": "career",
+        "year_month": "2012-06"
+      }
+    ],
+    "event_dasha_ledger_by_time": {
+      "12:00": [
+        {
+          "summary": "\u5165\u5b66",
+          "match": "strong",
+          "match_label": "\u5f3a\u76f8\u5173",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "gochara": "not_seen",
+          "user_meaning": "\u5165\u5b66\uff1a\u5f3a\u76f8\u5173\uff08\u4e3b\u9650\u3001\u5206\u76d8\u5927\u8fd0\uff1bGochara \u672a\u89c1\u5bf9\u5e94\uff09",
+          "domain": "education",
+          "year_month": "2008-01"
+        },
+        {
+          "summary": "\u5165\u804c",
+          "match": "strong",
+          "match_label": "\u5f3a\u76f8\u5173",
+          "tracks": [
+            "vimshottari"
+          ],
+          "gochara": "not_seen",
+          "user_meaning": "\u5165\u804c\uff1a\u5f3a\u76f8\u5173\uff08\u4e3b\u9650\uff1bGochara \u672a\u89c1\u5bf9\u5e94\uff09",
+          "domain": "career",
+          "year_month": "2012-06"
+        }
+      ],
+      "12:02": [
+        {
+          "summary": "\u5165\u5b66",
+          "match": "strong",
+          "match_label": "\u5f3a\u76f8\u5173",
+          "tracks": [
+            "vimshottari",
+            "narayana"
+          ],
+          "gochara": "not_seen",
+          "user_meaning": "\u5165\u5b66\uff1a\u5f3a\u76f8\u5173\uff08\u4e3b\u9650\u3001\u5206\u76d8\u5927\u8fd0\uff1bGochara \u672a\u89c1\u5bf9\u5e94\uff09",
+          "domain": "education",
+          "year_month": "2008-01"
+        },
+        {
+          "summary": "\u5165\u804c",
+          "match": "strong",
+          "match_label": "\u5f3a\u76f8\u5173",
+          "tracks": [
+            "vimshottari"
+          ],
+          "gochara": "not_seen",
+          "user_meaning": "\u5165\u804c\uff1a\u5f3a\u76f8\u5173\uff08\u4e3b\u9650\uff1bGochara \u672a\u89c1\u5bf9\u5e94\uff09",
+          "domain": "career",
+          "year_month": "2012-06"
+        }
+      ]
+    },
+    "prospective_windows_by_time": {
+      "12:00": [
+        {
+          "domain": "career",
+          "from": "2027-02",
+          "to": "2027-02"
+        },
+        {
+          "domain": "career",
+          "from": "2027-06",
+          "to": "2027-06"
+        }
+      ],
+      "12:02": [
+        {
+          "domain": "career",
+          "from": "2027-01",
+          "to": "2027-01"
+        },
+        {
+          "domain": "career",
+          "from": "2027-06",
+          "to": "2027-06"
+        }
+      ]
+    },
+    "event_fit_rate": {
+      "matched": 2,
+      "total": 2,
+      "percent": 100,
+      "band": "high",
+      "label": "\u9ad8\u5ea6\u543b\u5408\uff08\u4e8b\u4ef6\u543b\u5408\u7387 \u226580%\uff09",
+      "unique_minute_claim": false,
+      "user_meaning": "\u5f53\u524d\u7a97 2/2 \u4ef6\u5df2\u786e\u8ba4\u4e8b\u4ef6\u4e0e Dasha/Gochara \u543b\u5408\uff0c\u9ad8\u5ea6\u543b\u5408\uff08\u4e8b\u4ef6\u543b\u5408\u7387 \u226580%\uff09\u3002\u8fd9\u662f\u76f8\u5bf9\u62df\u5408\uff0c\u4e0d\u662f\u5df2\u786e\u8ba4\u552f\u4e00\u51fa\u751f\u5206\u949f\u3002"
+    },
+    "dasha_agreement": {
+      "status": "agree",
+      "vimshottari_top": "12:00",
+      "narayana_top": "12:00",
+      "user_meaning": "\u4e3b\u9650\u548c\u5206\u76d8\u5927\u8fd0\u90fd\u66f4\u652f\u6301\u540c\u4e00\u6bb5\u4ee3\u8868\u6027\u65f6\u95f4\u3002\u8fd9\u4ecd\u4e0d\u662f\u552f\u4e00\u5206\u949f\u786e\u8ba4\u3002"
+    },
+    "lagna_contrast": null,
+    "nakshatra_boundary": {
+      "near_boundary": false,
+      "distance_degrees": 2.886,
+      "user_meaning": null,
+      "options": []
+    },
+    "precision_stage": {
+      "current": "d9_refine",
+      "can_stop": true,
+      "user_meaning": "\u672c\u547d\u4e0a\u5347\u5df2\u8f83\u7a33\uff0c\u5173\u7cfb\u76d8\u4ecd\u4f1a\u6362\u5347\u3002\u53ef\u518d\u8865\u4e00\u4ef6\u8bb0\u5f97\u65f6\u95f4\u7684\u611f\u60c5\u6216\u5173\u7cfb\u53d8\u5316\u3002",
+      "unique_minute_claim": false
+    },
+    "oos_blind_prompts": [
+      {
+        "domain": "relationship",
+        "user_meaning": "\u6821\u65f6\u8fd8\u6ca1\u7528\u8fc7\u611f\u60c5\u8fd9\u6761\u7ebf\u3002\u6709\u6ca1\u6709\u4e00\u4ef6\u6ca1\u63d0\u8fc7\u3001\u4f46\u8bb0\u5f97\u5927\u6982\u65f6\u95f4\u7684\u5173\u7cfb\u53d8\u5316\uff1f",
+        "used_for_scoring": false
+      },
+      {
+        "domain": "family",
+        "user_meaning": "\u6821\u65f6\u8fd8\u6ca1\u7528\u8fc7\u5bb6\u4eba\u8fd9\u6761\u7ebf\u3002\u6709\u6ca1\u6709\u4e00\u4ef6\u6ca1\u63d0\u8fc7\u3001\u4f46\u8bb0\u5f97\u5927\u6982\u65f6\u95f4\u7684\u5bb6\u4eba\u53d8\u5316\uff1f",
+        "used_for_scoring": false
+      },
+      {
+        "domain": "finance",
+        "user_meaning": "\u6821\u65f6\u8fd8\u6ca1\u7528\u8fc7\u8d22\u52a1\u8fd9\u6761\u7ebf\u3002\u6709\u6ca1\u6709\u4e00\u4ef6\u6ca1\u63d0\u8fc7\u3001\u4f46\u8bb0\u5f97\u5927\u6982\u65f6\u95f4\u7684\u6536\u5165\u6216\u8d44\u4ea7\u53d8\u5316\uff1f",
+        "used_for_scoring": false
+      }
+    ],
+    "discriminating_event_probes": [],
+    "guided_collect_windows": [
+      {
+        "year": 2026,
+        "month_lo": 1,
+        "month_hi": 1,
+        "domain": "any",
+        "split": {
+          "left": 1,
+          "right": 2
+        }
+      },
+      {
+        "year": 2026,
+        "month_lo": 3,
+        "month_hi": 3,
+        "domain": "any",
+        "split": {
+          "left": 1,
+          "right": 2
+        }
+      },
+      {
+        "year": 2026,
+        "month_lo": 9,
+        "month_hi": 9,
+        "domain": "any",
+        "split": {
+          "left": 2,
+          "right": 1
+        }
+      },
+      {
+        "year": 2026,
+        "month_lo": 9,
+        "month_hi": 9,
+        "domain": "relationship",
+        "split": {
+          "left": 1,
+          "right": 2
+        }
+      },
+      {
+        "year": 2026,
+        "month_lo": 12,
+        "month_hi": 12,
+        "domain": "relationship",
+        "split": {
+          "left": 1,
+          "right": 2
+        }
+      },
+      {
+        "year": 2025,
+        "month_lo": 2,
+        "month_hi": 2,
+        "domain": "any",
+        "split": {
+          "left": 2,
+          "right": 1
+        }
+      }
+    ],
+    "event_clarification_probes": [
+      {
+        "year": 2008,
+        "year_label": "2008 \u5e74\u524d\u540e",
+        "domain": "education",
+        "event_family": "\u5b66\u4e1a\u6216\u8003\u8bd5\u53d1\u6325\u5931\u5e38\u3001\u538b\u529b\u7279\u522b\u5927",
+        "source": "known_event_quality",
+        "tracks": [
+          "vimshottari",
+          "narayana"
+        ],
+        "tracks_agree": true,
+        "unique_minute_claim": false,
+        "user_meaning": "\u65f6\u95f4\u8303\u56f4\u9501\u5b9a 2008 \u5e74\u524d\u540e\uff1b\u9886\u57df\u9501\u5b9a education\uff1b\u8bed\u4e49\u76ee\u6807\u662f \u5b66\u4e1a\u6216\u8003\u8bd5\u53d1\u6325\u5931\u5e38\u3001\u538b\u529b\u7279\u522b\u5927\u3002\u7ed3\u5408\u6700\u8fd1\u5bf9\u8bdd\uff0c\u53ea\u9009\u4e00\u4e2a\u5bb9\u6613\u56de\u7b54\u7684\u53e3\u8bed\u5165\u53e3\u6765\u6838\u5bf9\u4f53\u9a8c\uff1b\u4e0d\u8981\u9010\u5b57\u590d\u8ff0\u8bed\u4e49\u76ee\u6807\uff0c\u4e0d\u8981\u5806\u53e0\u4f8b\u5b50\uff0c\u4e0d\u5f97\u6539\u65f6\u95f4\u8303\u56f4\u3002",
+        "role": "clarify",
+        "phase": "event_clarification",
+        "semantic_key": "education.2008",
+        "information_gain": 0.0,
+        "candidate_split_hash": "education:2008",
+        "expected_outcomes": [],
+        "candidate_ids": [],
+        "choice_kind": "event_quality",
+        "style_options": [
+          {
+            "label": "\u53d1\u6325\u660e\u663e\u5931\u5e38\u6216\u538b\u529b\u5f88\u5927",
+            "answer_class": "yes"
+          },
+          {
+            "label": "\u6709\u538b\u529b\u4f46\u4e0d\u7b97\u660e\u663e\u5931\u5e38",
+            "answer_class": "weak_yes"
+          },
+          {
+            "label": "\u53d1\u6325\u6b63\u5e38\u3001\u6ca1\u6709\u660e\u663e\u5931\u5e38",
+            "answer_class": "no"
+          },
+          {
+            "label": "\u8fd9\u6bb5\u8bb0\u4e0d\u6e05\u695a",
+            "answer_class": "unsure"
+          }
+        ],
+        "question_contract_version": "probe-question-v1"
+      }
+    ],
+    "evidence_collection_probes": [
+      {
+        "year": 2011,
+        "year_label": "2011 \u5e74\u524d\u540e",
+        "domain": "relocation",
+        "event_family": "\u642c\u5bb6\u6216\u957f\u671f\u4f4f\u5230\u5916\u5730",
+        "source": "age_band",
+        "tracks": [
+          "vimshottari",
+          "narayana"
+        ],
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+              "cusp_degree": 231.3992,
+              "sign": "Scorpio",
+              "rasi_lord": "Mars",
+              "nakshatra": "Jyeshtha",
+              "nakshatra_lord": "Mercury",
+              "pada": 2,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Mercury",
+              "sub_index": 1
+            },
+            "10": {
+              "cusp_degree": 252.7617,
+              "sign": "Sagittarius",
+              "rasi_lord": "Jupiter",
+              "nakshatra": "Mula",
+              "nakshatra_lord": "Ketu",
+              "pada": 4,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Rahu",
+              "sub_index": 8
+            },
+            "11": {
+              "cusp_degree": 275.1596,
+              "sign": "Capricorn",
+              "rasi_lord": "Saturn",
+              "nakshatra": "Uttara Ashadha",
+              "nakshatra_lord": "Sun",
+              "pada": 3,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Mercury",
+              "sub_index": 8
+            },
+            "12": {
+              "cusp_degree": 304.1819,
+              "sign": "Aquarius",
+              "rasi_lord": "Saturn",
+              "nakshatra": "Dhanishta",
+              "nakshatra_lord": "Mars",
+              "pada": 4,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Saturn",
+              "sub_index": 1
+            }
+          },
+          "indices": {
+            "kp1_sub_index": 8,
+            "kp4_sub_index": 8,
+            "kp7_sub_index": 8,
+            "kp10_sub_index": 8
+          },
+          "note": "\u5df2\u6309 Swiss Ephemeris Placidus + Krishnamurti \u89c2\u5bdf 12 \u5bab\u5934\uff1b\u4e0d\u8ba1\u5206\uff0c\u4e0d\u53c2\u4e0e\u63d0\u51fa\u95e8\u6216\u786e\u8ba4\u95e8\u3002"
+        },
+        "varga_ascendants": {
+          "D2": 4,
+          "D3": 3,
+          "D4": 5,
+          "D5": 9,
+          "D7": 9,
+          "D9": 8,
+          "D10": 1,
+          "D11": 8,
+          "D12": 6,
+          "D24": 6,
+          "D30": 9
+        },
+        "arudha_signs": {
+          "A7": 1,
+          "A10": 5,
+          "UL": 6
+        },
+        "available_layers": [
+          "A10",
+          "A7",
+          "Ashtakavarga",
+          "D1",
+          "D10",
+          "D11",
+          "D12",
+          "D2",
+          "D24",
+          "D3",
+          "D30",
+          "D4",
+          "D5",
+          "D7",
+          "D9",
+          "KP_cusps",
+          "Shadbala",
+          "UL"
+        ],
+        "blocked_layers": [],
+        "fingerprints": {
+          "natal": "4a2eb3968825626f6126f1441f6d471cbe35858c43b4019fcc8c37ac819a57b2",
+          "vargas": "e3e020d8162b23f5798719aa613c51dd91f41e854648a499d0df56c87fd95ad9",
+          "arudha": "134795db88292046a494171e37fc7b5867546ebbed3f814f0cd919ddd42e8ec0",
+          "ashtakavarga": "5131abf66bb1d5ff6ab7cec48d35b21665837aa23ff65baa91a08cf809e0d6f1",
+          "shadbala": "6f96c2f2af89d0f0beb836f4773588381ee01aca686aef9ecf447a59b568dd12",
+          "static": "7b43953a61f9dae2ae59dbceb65785a7cdd4b822e9cac6bcf15f51d062a28f19"
+        }
+      },
+      {
+        "time": "12:01",
+        "ascendant_degree": 349.9746,
+        "ascendant_sign_index": 11,
+        "pada_index": 104,
+        "bhava_sign_index": 10,
+        "hora_sign_index": 1,
+        "ghati_sign_index": 1,
+        "pranapada_sign_index": 2,
+        "kp1_sub_index": 0,
+        "kp4_sub_index": 8,
+        "kp7_sub_index": 8,
+        "kp10_sub_index": 8,
+        "kp_cusps": {
+          "status": "executed",
+          "house_system": "placidus",
+          "ayanamsa": "krishnamurti",
+          "houses": {
+            "1": {
+              "cusp_degree": 348.625,
+              "sign": "Pisces",
+              "rasi_lord": "Jupiter",
+              "nakshatra": "Revati",
+              "nakshatra_lord": "Mercury",
+              "pada": 1,
+              "sub_lord": "Ketu",
+              "sub_sub_lord": "Venus",
+              "sub_index": 0
+            },
+            "2": {
+              "cusp_degree": 26.3705,
+              "sign": "Aries",
+              "rasi_lord": "Mars",
+              "nakshatra": "Bharani",
+              "nakshatra_lord": "Venus",
+              "pada": 4,
+              "sub_lord": "Ketu",
+              "sub_sub_lord": "Jupiter",
+              "sub_index": 0
+            },
+            "3": {
+              "cusp_degree": 51.6406,
+              "sign": "Taurus",
+              "rasi_lord": "Venus",
+              "nakshatra": "Rohini",
+              "nakshatra_lord": "Moon",
+              "pada": 4,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Jupiter",
+              "sub_index": 1
+            },
+            "4": {
+              "cusp_degree": 72.9921,
+              "sign": "Gemini",
+              "rasi_lord": "Mercury",
+              "nakshatra": "Ardra",
+              "nakshatra_lord": "Rahu",
+              "pada": 2,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Venus",
+              "sub_index": 8
+            },
+            "5": {
+              "cusp_degree": 95.4163,
+              "sign": "Cancer",
+              "rasi_lord": "Moon",
+              "nakshatra": "Pushya",
+              "nakshatra_lord": "Saturn",
+              "pada": 1,
+              "sub_lord": "Saturn",
+              "sub_sub_lord": "Jupiter",
+              "sub_index": 7
+            },
+            "6": {
+              "cusp_degree": 124.5135,
+              "sign": "Leo",
+              "rasi_lord": "Sun",
+              "nakshatra": "Magha",
+              "nakshatra_lord": "Ketu",
+              "pada": 2,
+              "sub_lord": "Moon",
+              "sub_sub_lord": "Ketu",
+              "sub_index": 3
+            },
+            "7": {
+              "cusp_degree": 168.625,
+              "sign": "Virgo",
+              "rasi_lord": "Mercury",
+              "nakshatra": "Hasta",
+              "nakshatra_lord": "Moon",
+              "pada": 3,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Moon",
+              "sub_index": 8
+            },
+            "8": {
+              "cusp_degree": 206.3705,
+              "sign": "Libra",
+              "rasi_lord": "Venus",
+              "nakshatra": "Vishakha",
+              "nakshatra_lord": "Jupiter",
+              "pada": 2,
+              "sub_lord": "Ketu",
+              "sub_sub_lord": "Saturn",
+              "sub_index": 0
+            },
+            "9": {
+              "cusp_degree": 231.6406,
+              "sign": "Scorpio",
+              "rasi_lord": "Mars",
+              "nakshatra": "Jyeshtha",
+              "nakshatra_lord": "Mercury",
+              "pada": 2,
+              "sub_lord": "Sun",
+              "sub_sub_lord": "Moon",
+              "sub_index": 2
+            },
+            "10": {
+              "cusp_degree": 252.9921,
+              "sign": "Sagittarius",
+              "rasi_lord": "Jupiter",
+              "nakshatra": "Mula",
+              "nakshatra_lord": "Ketu",
+              "pada": 4,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Jupiter",
+              "sub_index": 8
+            },
+            "11": {
+              "cusp_degree": 275.4163,
+              "sign": "Capricorn",
+              "rasi_lord": "Saturn",
+              "nakshatra": "Uttara Ashadha",
+              "nakshatra_lord": "Sun",
+              "pada": 3,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Ketu",
+              "sub_index": 8
+            },
+            "12": {
+              "cusp_degree": 304.5135,
+              "sign": "Aquarius",
+              "rasi_lord": "Saturn",
+              "nakshatra": "Dhanishta",
+              "nakshatra_lord": "Mars",
+              "pada": 4,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Mercury",
+              "sub_index": 1
+            }
+          },
+          "indices": {
+            "kp1_sub_index": 0,
+            "kp4_sub_index": 8,
+            "kp7_sub_index": 8,
+            "kp10_sub_index": 8
+          },
+          "note": "\u5df2\u6309 Swiss Ephemeris Placidus + Krishnamurti \u89c2\u5bdf 12 \u5bab\u5934\uff1b\u4e0d\u8ba1\u5206\uff0c\u4e0d\u53c2\u4e0e\u63d0\u51fa\u95e8\u6216\u786e\u8ba4\u95e8\u3002"
+        },
+        "varga_ascendants": {
+          "D2": 4,
+          "D3": 3,
+          "D4": 5,
+          "D5": 9,
+          "D7": 9,
+          "D9": 8,
+          "D10": 1,
+          "D11": 8,
+          "D12": 6,
+          "D24": 6,
+          "D30": 9
+        },
+        "arudha_signs": {
+          "A7": 1,
+          "A10": 5,
+          "UL": 6
+        },
+        "available_layers": [
+          "A10",
+          "A7",
+          "Ashtakavarga",
+          "D1",
+          "D10",
+          "D11",
+          "D12",
+          "D2",
+          "D24",
+          "D3",
+          "D30",
+          "D4",
+          "D5",
+          "D7",
+          "D9",
+          "KP_cusps",
+          "Shadbala",
+          "UL"
+        ],
+        "blocked_layers": [],
+        "fingerprints": {
+          "natal": "83f363379c9d02a3db8f7017828ce464602b1232235593ee9daf619a9eb11614",
+          "vargas": "e3e020d8162b23f5798719aa613c51dd91f41e854648a499d0df56c87fd95ad9",
+          "arudha": "134795db88292046a494171e37fc7b5867546ebbed3f814f0cd919ddd42e8ec0",
+          "ashtakavarga": "5131abf66bb1d5ff6ab7cec48d35b21665837aa23ff65baa91a08cf809e0d6f1",
+          "shadbala": "19cea6d1aeb30837204820cce18ea04b30236463de9cc472e510b97cc37f87db",
+          "static": "b02d94808087ef14df6fe30a499eae389ef62545de943cc61a5544a6770a3ca7"
+        }
+      },
+      {
+        "time": "12:02",
+        "ascendant_degree": 350.3959,
+        "ascendant_sign_index": 11,
+        "pada_index": 105,
+        "bhava_sign_index": 10,
+        "hora_sign_index": 1,
+        "ghati_sign_index": 1,
+        "pranapada_sign_index": 2,
+        "kp1_sub_index": 0,
+        "kp4_sub_index": 8,
+        "kp7_sub_index": 8,
+        "kp10_sub_index": 8,
+        "kp_cusps": {
+          "status": "executed",
+          "house_system": "placidus",
+          "ayanamsa": "krishnamurti",
+          "houses": {
+            "1": {
+              "cusp_degree": 349.0467,
+              "sign": "Pisces",
+              "rasi_lord": "Jupiter",
+              "nakshatra": "Revati",
+              "nakshatra_lord": "Mercury",
+              "pada": 1,
+              "sub_lord": "Ketu",
+              "sub_sub_lord": "Jupiter",
+              "sub_index": 0
+            },
+            "2": {
+              "cusp_degree": 26.6689,
+              "sign": "Aries",
+              "rasi_lord": "Mars",
+              "nakshatra": "Krittika",
+              "nakshatra_lord": "Sun",
+              "pada": 1,
+              "sub_lord": "Sun",
+              "sub_sub_lord": "Sun",
+              "sub_index": 2
+            },
+            "3": {
+              "cusp_degree": 51.882,
+              "sign": "Taurus",
+              "rasi_lord": "Venus",
+              "nakshatra": "Rohini",
+              "nakshatra_lord": "Moon",
+              "pada": 4,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Saturn",
+              "sub_index": 1
+            },
+            "4": {
+              "cusp_degree": 73.2229,
+              "sign": "Gemini",
+              "rasi_lord": "Mercury",
+              "nakshatra": "Ardra",
+              "nakshatra_lord": "Rahu",
+              "pada": 2,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Venus",
+              "sub_index": 8
+            },
+            "5": {
+              "cusp_degree": 95.6738,
+              "sign": "Cancer",
+              "rasi_lord": "Moon",
+              "nakshatra": "Pushya",
+              "nakshatra_lord": "Saturn",
+              "pada": 1,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Mercury",
+              "sub_index": 8
+            },
+            "6": {
+              "cusp_degree": 124.8461,
+              "sign": "Leo",
+              "rasi_lord": "Sun",
+              "nakshatra": "Magha",
+              "nakshatra_lord": "Ketu",
+              "pada": 2,
+              "sub_lord": "Mars",
+              "sub_sub_lord": "Rahu",
+              "sub_index": 4
+            },
+            "7": {
+              "cusp_degree": 169.0467,
+              "sign": "Virgo",
+              "rasi_lord": "Mercury",
+              "nakshatra": "Hasta",
+              "nakshatra_lord": "Moon",
+              "pada": 3,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Rahu",
+              "sub_index": 8
+            },
+            "8": {
+              "cusp_degree": 206.6689,
+              "sign": "Libra",
+              "rasi_lord": "Venus",
+              "nakshatra": "Vishakha",
+              "nakshatra_lord": "Jupiter",
+              "pada": 3,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Venus",
+              "sub_index": 1
+            },
+            "9": {
+              "cusp_degree": 231.882,
+              "sign": "Scorpio",
+              "rasi_lord": "Mars",
+              "nakshatra": "Jyeshtha",
+              "nakshatra_lord": "Mercury",
+              "pada": 2,
+              "sub_lord": "Sun",
+              "sub_sub_lord": "Saturn",
+              "sub_index": 2
+            },
+            "10": {
+              "cusp_degree": 253.2229,
+              "sign": "Sagittarius",
+              "rasi_lord": "Jupiter",
+              "nakshatra": "Mula",
+              "nakshatra_lord": "Ketu",
+              "pada": 4,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Saturn",
+              "sub_index": 8
+            },
+            "11": {
+              "cusp_degree": 275.6738,
+              "sign": "Capricorn",
+              "rasi_lord": "Saturn",
+              "nakshatra": "Uttara Ashadha",
+              "nakshatra_lord": "Sun",
+              "pada": 3,
+              "sub_lord": "Mercury",
+              "sub_sub_lord": "Venus",
+              "sub_index": 8
+            },
+            "12": {
+              "cusp_degree": 304.8461,
+              "sign": "Aquarius",
+              "rasi_lord": "Saturn",
+              "nakshatra": "Dhanishta",
+              "nakshatra_lord": "Mars",
+              "pada": 4,
+              "sub_lord": "Venus",
+              "sub_sub_lord": "Ketu",
+              "sub_index": 1
+            }
+          },
+          "indices": {
+            "kp1_sub_index": 0,
+            "kp4_sub_index": 8,
+            "kp7_sub_index": 8,
+            "kp10_sub_index": 8
+          },
+          "note": "\u5df2\u6309 Swiss Ephemeris Placidus + Krishnamurti \u89c2\u5bdf 12 \u5bab\u5934\uff1b\u4e0d\u8ba1\u5206\uff0c\u4e0d\u53c2\u4e0e\u63d0\u51fa\u95e8\u6216\u786e\u8ba4\u95e8\u3002"
+        },
+        "varga_ascendants": {
+          "D2": 4,
+          "D3": 7,
+          "D4": 5,
+          "D5": 9,
+          "D7": 9,
+          "D9": 9,
+          "D10": 1,
+          "D11": 8,
+          "D12": 7,
+          "D24": 7,
+          "D30": 7
+        },
+        "arudha_signs": {
+          "A7": 1,
+          "A10": 5,
+          "UL": 6
+        },
+        "available_layers": [
+          "A10",
+          "A7",
+          "Ashtakavarga",
+          "D1",
+          "D10",
+          "D11",
+          "D12",
+          "D2",
+          "D24",
+          "D3",
+          "D30",
+          "D4",
+          "D5",
+          "D7",
+          "D9",
+          "KP_cusps",
+          "Shadbala",
+          "UL"
+        ],
+        "blocked_layers": [],
+        "fingerprints": {
+          "natal": "74ccb8598f5c4501360d86d95ecf1c04c74b7cfa9fb7c8988e88bcb047b5148b",
+          "vargas": "5275d1788a42bda04e89c4eddbbd58f8513f61b48a959a5384c06b8786fa1955",
+          "arudha": "134795db88292046a494171e37fc7b5867546ebbed3f814f0cd919ddd42e8ec0",
+          "ashtakavarga": "5131abf66bb1d5ff6ab7cec48d35b21665837aa23ff65baa91a08cf809e0d6f1",
+          "shadbala": "304839082c5285726b55d7dcfcce0e8783155c28f5526b5bc9b8752e9deee6bb",
+          "static": "dadb685ae0b80138b6c77a4be0de3d71fbf1fe245596af14e33524ed706766f7"
+        }
+      }
+    ]
+  }
+}
diff --git a/tests/test_dasha_transition_proximity_cross_midnight.py b/tests/test_dasha_transition_proximity_cross_midnight.py
index cdb7bbe2..048492ac 100644
--- a/tests/test_dasha_transition_proximity_cross_midnight.py
+++ b/tests/test_dasha_transition_proximity_cross_midnight.py
@@ -31,9 +31,9 @@ def test_fixed_scoring_identity_is_exposed_without_changing_input_contract():
         ALGORITHM_VERSION, INPUT_CONTRACT_VERSION, calculation_spec, sha256,
     )
 
-    # 原值: "rectification-v5-matrix-scoring-9"；新值: "...-scoring-10"；原因: 功能吉凶 v2 改变同输入分数，
-    # 按「打分语义变化必须 bump」先例升算法身份（BUG-1181）；输入合同 v5 与日期窗合同不变。
-    assert engine_scoring_versions()["algorithm_version"] == ALGORITHM_VERSION == "rectification-v5-matrix-scoring-10"
+    # 原值: "rectification-v5-matrix-scoring-10"；新值: "...-scoring-11"；原因: D5/D11 映射改变学业与财务分盘得分
+    # （BUG-1260），同输入分数变了，按 BUG-1181 升算法身份；输入合同 v5 与日期窗合同不变。
+    assert engine_scoring_versions()["algorithm_version"] == ALGORITHM_VERSION == "rectification-v5-matrix-scoring-11"
     assert INPUT_CONTRACT_VERSION == "rectification-calculation-spec-v5"
     request = {"birth_date": "2000-03-01", "start_time": "00:00", "end_time": "00:02",
                "lat": 0.0, "lon": 0.0, "tz": 0.0, "events": []}
diff --git a/tests/test_rectification_engine_memoization.py b/tests/test_rectification_engine_memoization.py
index 419e1623..b4d6707d 100644
--- a/tests/test_rectification_engine_memoization.py
+++ b/tests/test_rectification_engine_memoization.py
@@ -30,6 +30,12 @@ rectification-candidate-policy-v3 -> v4, event_quality / domain_diversity
 minimum 3/2 -> 4/3, and the representative candidate UUID (its namespace
 carries the policy version). v2 is frozen by sha256 below.
 
+Current golden tests/golden/rectification_engine_memoization_v4.json
+(2026-10-07, BUG-1260) was written by ``write_golden`` after the D5/D11
+mappings changed education and finance varga points for this same request.
+The algorithm is rectification-v5-matrix-scoring-11. Policy stays v4.
+v3 stays byte-for-byte and is pinned below.
+
 Do not compare that payload with a whole-structure ``==``. Cross-machine
 libm / pyswisseph rounding already drifted ``margin_percent`` by 1.1e-3
 (TASK-rectification-engine-memoization-fix-20260915). Equivalence of the
@@ -68,20 +74,24 @@ import scripts.rectification.scoring_service as scoring_service
 import shadbala
 
 ROOT = Path(__file__).resolve().parents[1]
-GOLDEN_PATH = ROOT / "tests" / "golden" / "rectification_engine_memoization_v3.json"
+GOLDEN_PATH = ROOT / "tests" / "golden" / "rectification_engine_memoization_v4.json"
+V3_GOLDEN_PATH = ROOT / "tests" / "golden" / "rectification_engine_memoization_v3.json"
+V3_GOLDEN_SHA256 = "7064f30bea3a7bcd8058fdcb6b52484a96a09767c0c289e0d71f3e2368fc8d45"
+V3_SOURCE_COMMIT = "7fb165ecf66ba1726f2fc74ffa2353fadc65ba39"
 PREVIOUS_GOLDEN_PATH = ROOT / "tests" / "golden" / "rectification_engine_memoization_v2.json"
 PREVIOUS_GOLDEN_SHA256 = "abb15efae4d86387d930cd463b82a22fe95ccd1779e85ca6cc4cdf07a063cb73"
 PREVIOUS_SOURCE_COMMIT = "57782aea8ae28f5dd165a08d221ec27dbef391f8"
 HISTORICAL_GOLDEN_PATH = ROOT / "tests" / "golden" / "rectification_engine_memoization_v1.json"
 HISTORICAL_GOLDEN_SHA256 = "6266e448d7dad204b264cbe8f9bcf4c36e02286794764a94edb9e2ce4d0e3015"
-CURRENT_ALGORITHM_VERSION = "rectification-v5-matrix-scoring-10"
+# 原值: rectification-v5-matrix-scoring-10；新值: ...-scoring-11；原因: D5/D11 改变同输入分数（BUG-1260）。
+CURRENT_ALGORITHM_VERSION = "rectification-v5-matrix-scoring-11"
 FROZEN_TODAY = date(2026, 9, 16)
 TIMING_KEYS = frozenset({"column_compare_ms"})
 HISTORICAL_SOURCE_COMMIT = "a8d29d1b6cc37ff865ddec6c8bccdf9aa889ee53"
 CURRENT_POLICY_VERSION = "rectification-candidate-policy-v4"
-# Engine code of the v3 golden: upstream-sync5 tip before R1; the policy-v4
-# receipt (R1, BUG-1193) is the commit that adds the v3 file on top.
-SOURCE_COMMIT = "7fb165ecf66ba1726f2fc74ffa2353fadc65ba39"
+# D5/D11 mapping commit that moves these scores (BUG-1260). The v4 file is
+# written later on this branch; v3 keeps its own source commit below.
+SOURCE_COMMIT = "db68e90816d462b0c17b4f84a0d19df83010fbce"
 CACHE_LAYER_KEYS = (
     "ashtakavarga_result",
     "shadbala_result",
@@ -265,7 +275,7 @@ def _contexts_with_layer_cache_cleared(contexts: list[dict[str, Any]]) -> list[d
 
 
 def _assert_dated_payload_against_golden(actual: dict[str, Any], expected: dict[str, Any]) -> None:
-    """Compare with the scoring-10 / policy-v4 golden; identity is spelled out, not trusted."""
+    """Compare with the scoring-11 / policy-v4 golden; identity is spelled out, not trusted."""
     metadata = {
         "candidate_window_contract": "dated-v1",
         "candidate_intervals": [{"start_at": "1990-01-01T12:00", "end_at": "1990-01-01T12:02"}],
@@ -300,7 +310,7 @@ def _assert_dated_payload_against_golden(actual: dict[str, Any], expected: dict[
 
 
 def test_historical_scoring_8_golden_is_frozen_and_no_longer_current() -> None:
-    """BUG-1181: the old golden stays byte-identical; current scores moved, hence scoring-10."""
+    """BUG-1181: the scoring-8 golden stays byte-identical and is not the current payload."""
     raw = HISTORICAL_GOLDEN_PATH.read_bytes()
     assert hashlib.sha256(raw).hexdigest() == HISTORICAL_GOLDEN_SHA256
     historical = json.loads(raw)
@@ -313,14 +323,15 @@ def test_historical_scoring_8_golden_is_frozen_and_no_longer_current() -> None:
 
 
 def test_previous_policy_v3_golden_is_frozen_with_identical_scores() -> None:
-    """BUG-1193: v2 stays byte-identical; scores equal v3 (no scoring-11), only the receipt policy moved."""
+    """BUG-1193: v2 stays byte-identical; scores equal v3 (both scoring-10), only the receipt policy moved."""
     raw = PREVIOUS_GOLDEN_PATH.read_bytes()
     assert hashlib.sha256(raw).hexdigest() == PREVIOUS_GOLDEN_SHA256
     previous = json.loads(raw)
-    current = json.loads(GOLDEN_PATH.read_text(encoding="utf-8"))
+    current = json.loads(V3_GOLDEN_PATH.read_text(encoding="utf-8"))
     assert previous["source_commit"] == PREVIOUS_SOURCE_COMMIT
-    assert previous["candidate_feature_snapshot"]["algorithm_version"] == CURRENT_ALGORITHM_VERSION
-    assert current["candidate_feature_snapshot"]["algorithm_version"] == CURRENT_ALGORITHM_VERSION
+    # 原值: 与 CURRENT_ALGORITHM_VERSION 相同；新值: 两者都是 scoring-10；原因: 当前身份已是 scoring-11，v2/v3 仍是当时的 scoring-10。
+    assert previous["candidate_feature_snapshot"]["algorithm_version"] == "rectification-v5-matrix-scoring-10"
+    assert current["candidate_feature_snapshot"]["algorithm_version"] == "rectification-v5-matrix-scoring-10"
     _assert_tiered_equal(current["candidate_scores"], previous["candidate_scores"], path="candidate_scores")
     assert previous["decision_receipt"]["policy_version"] == "rectification-candidate-policy-v3"
     assert current["decision_receipt"]["policy_version"] == CURRENT_POLICY_VERSION
@@ -332,6 +343,20 @@ def test_previous_policy_v3_golden_is_frozen_with_identical_scores() -> None:
         _assert_memoization_payloads(current, previous)
 
 
+def test_scoring_10_golden_is_frozen_and_scores_moved() -> None:
+    """BUG-1260: v3 stays byte-identical; D5/D11 moved this request, hence scoring-11."""
+    raw = V3_GOLDEN_PATH.read_bytes()
+    assert hashlib.sha256(raw).hexdigest() == V3_GOLDEN_SHA256
+    previous = json.loads(raw)
+    current = json.loads(GOLDEN_PATH.read_text(encoding="utf-8"))
+    assert previous["source_commit"] == V3_SOURCE_COMMIT
+    assert previous["candidate_feature_snapshot"]["algorithm_version"] == "rectification-v5-matrix-scoring-10"
+    assert current["candidate_feature_snapshot"]["algorithm_version"] == CURRENT_ALGORITHM_VERSION
+    assert current["source_commit"] == SOURCE_COMMIT
+    with pytest.raises(AssertionError):
+        _assert_memoization_payloads(current, previous)
+
+
 def test_score_candidates_matches_baseline_golden() -> None:
     expected = json.loads(GOLDEN_PATH.read_text(encoding="utf-8"))
     actual = json.loads(json.dumps(_golden_payload(), ensure_ascii=True))
diff --git a/tests/test_rectification_relative_support.py b/tests/test_rectification_relative_support.py
index 06fb1a3d..578d15cb 100644
--- a/tests/test_rectification_relative_support.py
+++ b/tests/test_rectification_relative_support.py
@@ -21,8 +21,8 @@ class RelativeSupportScaleTest(unittest.TestCase):
         # 原值: policy-v3；新值: policy-v4；原因: R1 区间门槛 4 件 3 域（BUG-1193），相对支持口径不变。
         self.assertEqual(POLICY_VERSION, "rectification-candidate-policy-v4")
         # Explicit date windows: scoring identity -8 -> -9, not a prior/policy change.
-        # 原值: -9；新值: -10；原因: 功能吉凶 v2 改变打分（BUG-1181），策略 v3 与相对支持口径不变。
-        self.assertEqual(ALGORITHM_VERSION, "rectification-v5-matrix-scoring-10")
+        # 原值: -10；新值: -11；原因: D5/D11 改变同输入分数（BUG-1260），策略 v4 与相对支持口径不变。
+        self.assertEqual(ALGORITHM_VERSION, "rectification-v5-matrix-scoring-11")
         self.assertEqual(RELATIVE_SUPPORT_MODE, "proportional")
 
     def test_offset_top_two_lead_is_at_least_proportional(self) -> None: