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docs: index Raman holdout source candidates

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references/real_case_calibration/raman_vol1_holdout_source_candidates_2026_07_18.json
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{
"schema_version": "1.0",
"scope": "raman_vol1_holdout_source_candidates",
"source_boundary": "Discovery index from a locally held book. Raw birth lines can contain OCR ambiguity; each candidate needs independent normalization and public outcome sourcing before any holdout use.",
"candidate_count": 36,
"candidates": [
{
"candidate_id": "raman_vol1_chart_3_pdf_24",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 24,
"source_type": "local_nonredistributable_book"
},
"chart_number": "3",
"raw_birth_line": "11-4-1880 at 10-38 a.m. L.T. Lat. 18° 5' N.. Long. 83° 28' E. Balance of Venus Dasa at birth : Years 13-3-20",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_4_pdf_25",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 25,
"source_type": "local_nonredistributable_book"
},
"chart_number": "4",
"raw_birth_line": "7/6-5-1861 at 4-5 a.m. (L.T.) Lat. 22\" 40'N. Long. 88° 30' E. Balance of Mercury Dasa at birth: Years 10-2-12.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_15_pdf_66",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 66,
"source_type": "local_nonredistributable_book"
},
"chart_number": "15",
"raw_birth_line": "9/10-6-1891 at 3-34 a.m. (L.T.) Lat. 18° 52' N., Long. 72\" 49' E. Balance of Saturn Dasa at birth : Years 15-6-6.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_16_pdf_67",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 67,
"source_type": "local_nonredistributable_book"
},
"chart_number": "16",
"raw_birth_line": "1-9-1897 at 8-15 p.m. (L.T.) Lat.11° N., Long. 78° 40' E. Balance of Rahu Dasa at birth : Years 3-8-8.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_8_pdf_69",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 69,
"source_type": "local_nonredistributable_book"
},
"chart_number": "8",
"raw_birth_line": "12-8-1896 at 1-52 a.m. (L.T.) Lat. 13° 2' N., Long. 5h. 10m. 20s. E. Balance of the Moon Dasa at birth : Years 6-0-14.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_18_pdf_71",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 71,
"source_type": "local_nonredistributable_book"
},
"chart_number": "18",
"raw_birth_line": "29-7-1909 at 6-42 a.m. (L.M.T.) hat. 13° N., Long. 5h. 10m. 20s. E. Balance of Mercury's Dasa at birth : Years 6-8-27.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_25_pdf_75",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 75,
"source_type": "local_nonredistributable_book"
},
"chart_number": "25",
"raw_birth_line": "14-5-1896 at 12-16 p.m. (L.T.) Lot. 13° N., Long. 5h. 10m. 20s. E. Balance of the Moon Dasa at birth : Years 3-3-8.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_25_pdf_77",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 77,
"source_type": "local_nonredistributable_book"
},
"chart_number": "25",
"raw_birth_line": "14/13-10-1879 at 4 a.m. (L.T.) Lot. 21° 45' N., Long. 4h. 52m. E. Balance of the Sun Dasa at birth : Years 2-1-18. natives of this chart and",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_31_pdf_83",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 83,
"source_type": "local_nonredistributable_book"
},
"chart_number": "31",
"raw_birth_line": "21-10-1903 at 10-43 a.m. (L.T.) Lot. 13°N., Long. 5h. 10m. 20s. E. Balance of Rahu Dasa at birth : Years 11-6-11.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_34_pdf_87",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 87,
"source_type": "local_nonredistributable_book"
},
"chart_number": "34",
"raw_birth_line": "28/29-3-1890 at 4-30 a.m. (L.T.) Lat. 13° N., Long. 5h. 10m. 20s. Balance of Jupiter Dasa at birth : Years 12-11-6.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_35_pdf_87",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 87,
"source_type": "local_nonredistributable_book"
},
"chart_number": "35",
"raw_birth_line": "27/28-5-1903 at 1-19 a.m. (L.T.) Lat 9° N., Long. 5h. 10m. 48s. E. Balance of Mars Dasa at birth : Years 5-10-7.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_36_pdf_88",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 88,
"source_type": "local_nonredistributable_book"
},
"chart_number": "36",
"raw_birth_line": "26-6-1920 at 2-6 a.m. (I.S. T.) Lat. 24° 47' N., Long. 4h. 28m. E. Balance of Jupiter Dasa at birth : Years 12-11-15.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_37_pdf_89",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 89,
"source_type": "local_nonredistributable_book"
},
"chart_number": "37",
"raw_birth_line": "21-9-1909 at 7-9 p.m. (L.M.T) Lat. 7° N., Long. 79° 4' E. Balance of Mercury Dasa at birth : Years 7-8-12.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_38_pdf_100",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 100,
"source_type": "local_nonredistributable_book"
},
"chart_number": "38",
"raw_birth_line": "20/21-10-1893, at 4-1 a.m. (L.T.) Lot. 13° N., Long. 5h. 10m. 20s. E. Balance of Mars Dasa at birth : Years 4-2-14.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_43_pdf_110",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 110,
"source_type": "local_nonredistributable_book"
},
"chart_number": "43",
"raw_birth_line": "24-8-1890 at 8-44 p.m. (L.T.) Lat. 12\" 20' N., Long. 76° 38' E. Balance of Mercury Dasa at birth : Years 5-10-25. The Second House.—In",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_47_pdf_116",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 116,
"source_type": "local_nonredistributable_book"
},
"chart_number": "47",
"raw_birth_line": "24-8-1890 at 8-44 p.m. (L.T.) Lot. 12° 20' N.. Long. 76\" 38' E. Balance of Mercury Dasa at birth : Years 5-10-25. The Second House.—In",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_49_pdf_130",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 130,
"source_type": "local_nonredistributable_book"
},
"chart_number": "49",
"raw_birth_line": "8-8-1912, A.D. at 7-35 p.m. (I.S.T.) Lat. 13° 4' N., Long. 5h. 10m. 20s. E. Balance of Mars Dasa at birth : Years 6-1-6.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_50_pdf_131",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 131,
"source_type": "local_nonredistributable_book"
},
"chart_number": "50",
"raw_birth_line": "15-4-1883 at 1-30 p.m. (L.T.) Lat. 30° N., Long. 70° E. Balance of Saturn Dasa at birth : Years 6-7-24.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_55_pdf_149",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 149,
"source_type": "local_nonredistributable_book"
},
"chart_number": "55",
"raw_birth_line": "10-9-1889 at about sunrise. Lat. 13° N., Long. 5h. 10m. 20s. E. Balance of Jupiter Dasa at birth : Years 3-0-6.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_56_pdf_149",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 149,
"source_type": "local_nonredistributable_book"
},
"chart_number": "56",
"raw_birth_line": "1-6-1895 at 11-42 p.m. (L.T.) Lat. 13° N., Long. 75° 35' E. Balance of the Sun Dasa at birth : Years 1-6-13.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_62_pdf_155",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 155,
"source_type": "local_nonredistributable_book"
},
"chart_number": "62",
"raw_birth_line": "24-8-1889 at 5-41 p.m. (L.T.) Lat. 16° 4' N., Long. 82° 23' E. Balance of Mercury Dasa at birth : Years 16-8-29.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_64_pdf_179",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 179,
"source_type": "local_nonredistributable_book"
},
"chart_number": "64",
"raw_birth_line": "8-8-1912 A.D. at 7-35 p.m. (I.S.T.) (Lot. 13° N., Long. 5h. 10m. 20s. E.) Balance of Mars Dasa at birth : Years 6-1-6.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_65_pdf_181",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 181,
"source_type": "local_nonredistributable_book"
},
"chart_number": "65",
"raw_birth_line": "16-11-1914 at 5 p.m. ( Lat. 27° 55' N., Long. 68° 45' E.) Balance of Rahu Dasa at birth : Years 6-7-28.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_69_pdf_186",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 186,
"source_type": "local_nonredistributable_book"
},
"chart_number": "69",
"raw_birth_line": "10-2-1909 at 11-33 a.m. (I.S.T.) (Lot. 12° 20' N., Long. 76° 38' E.) Balance of Moon Dasa at birth : Years 0-1-11.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_69_pdf_187",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 187,
"source_type": "local_nonredistributable_book"
},
"chart_number": "69",
"raw_birth_line": "25-9-1898 at 7-30 a.m. (L.M.T.) (Lat. 23° 2' N., Long. 7T 79' E.) Balance of Moon Dasa at birth : Years 6-7-2.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_70_pdf_188",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 188,
"source_type": "local_nonredistributable_book"
},
"chart_number": "70",
"raw_birth_line": "5-7-1886 at 10-32 p.m. (L.M.T.) (Lat. 23° 12' N., Long. 87° 56' E.) Balance of Venus Dasa at birth : Years 17-8-3.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_71_pdf_189",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 189,
"source_type": "local_nonredistributable_book"
},
"chart_number": "71",
"raw_birth_line": "10-4-1910 at 8-38 p.m. (I.S.T.) (Lat. 16° 20' N., Long. 80° 15' E.) Balance of Ketu Dasa at birth : Years 2-1-25.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_72_pdf_190",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 190,
"source_type": "local_nonredistributable_book"
},
"chart_number": "72",
"raw_birth_line": "5-1-1891 at 12-30 p.m. (L.M.T.) (Lat. 18° 54' N., Long. 72° 49' E.J Balance of Rahu Dasa at birth : Years 6-0-27.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_81_pdf_201",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 201,
"source_type": "local_nonredistributable_book"
},
"chart_number": "81",
"raw_birth_line": "23-11-1902 at 5-16 a.m. (L.M.T.) (Lat. 23° 8' N.. long. 72° 40' E.) Balance of Venus Dasa at birth : Years 13-11-12. The Fourth House.—In",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_85_pdf_207",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 207,
"source_type": "local_nonredistributable_book"
},
"chart_number": "85",
"raw_birth_line": "8-8-1912 A.D. at 7-35p.m. (I.S.T.) (Lat. 13° N., Long. 5h. m. 20s. E.) Balance of Mars Dasa at birth : Years 6-1-6.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_86_pdf_207",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 207,
"source_type": "local_nonredistributable_book"
},
"chart_number": "86",
"raw_birth_line": "26-9-1901 at 12-20 a.m. (L.M.T.) (Lat. 10° 25' N., Long. 5h. 53m. E.) Balance of Rahu Dasa at birth : Years 16-1-18.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_113_pdf_282",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 282,
"source_type": "local_nonredistributable_book"
},
"chart_number": "113",
"raw_birth_line": "7-10-1893 at 8-30 a.m. (L.M.T.) (hat. 16\" 57' N., Long. 82° 13' E.) Balance of Venus Dasa at birth : Years 9-2-21.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_114_pdf_282",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 282,
"source_type": "local_nonredistributable_book"
},
"chart_number": "114",
"raw_birth_line": "9-9-1911 ot 11-18 p.m. (I.S.T.) (Lat. 22° 53' N., Long. 88° 27' E.) Balance of Saturn Dasa at birth : Years 12-5-27.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_115_pdf_284",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 284,
"source_type": "local_nonredistributable_book"
},
"chart_number": "115",
"raw_birth_line": "19-5-1916 at 6-10 a.m. (I.S.T.) (Lot. 22° V N., Long. 82° 4' E.) Balance of Mercury Dasa at birth : Years 4-6-9.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_116_pdf_284",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 284,
"source_type": "local_nonredistributable_book"
},
"chart_number": "116",
"raw_birth_line": "4/5-5-1895 at 4-00 a.m. (L.M.T.) (Lot. 13° 2' N., Long. 77° 35' E.) Balance of Sun Dasa at birth : Years 4-5-19.",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
},
{
"candidate_id": "raman_vol1_chart_119_pdf_292",
"source": {
"title": "How to Judge a Horoscope, Volume One",
"author": "Bangalore Venkata Raman",
"local_page": 292,
"source_type": "local_nonredistributable_book"
},
"chart_number": "119",
"raw_birth_line": "12-4-1912 at 12-5 p.m. (I.S.T.) (Lat. 13° N., Long. 77° 35' E.)",
"status": "needs_independent_normalization",
"prohibited_uses": [
"day_level_label",
"negative_interval",
"rule_tuning",
"production_prediction_validation"
]
}
]
}
tests/test_day_level_holdout_validator.py
+8
View File
@@ -1,4 +1,5 @@
from pathlib import Path
import json
from scripts.day_level_holdout_validator import validate
ROOT=Path(__file__).resolve().parents[1]
@@ -8,3 +9,10 @@ def test_empty_preregistered_holdout_remains_honestly_blocked() -> None:
assert report["status"] == "awaiting_independent_labels"
assert report["annotation_count"] == 0
assert report["production_tuning_allowed"] is False
def test_raman_source_candidates_are_not_holdout_labels() -> None:
payload = json.loads((ROOT / "references/real_case_calibration/raman_vol1_holdout_source_candidates_2026_07_18.json").read_text())
assert payload["candidate_count"] >= 20
assert all(row["status"] == "needs_independent_normalization" for row in payload["candidates"])
assert all("day_level_label" in row["prohibited_uses"] for row in payload["candidates"])