Jyotisha/scripts/research/holdout_v4_build.py

#!/usr/bin/env python3
"""Build minute_rectification_holdout_v4 from the corrected v3 public AA set.

Adds dated public events so each case has at least 7 events and 4 domains.
Does not use private user data. Working dates for the two v3 audit errors
are the verified public dates.
"""

from __future__ import annotations

import json
import sys
from pathlib import Path
from typing import Any

ROOT = Path(__file__).resolve().parents[2]
V3_PATH = ROOT / "references" / "real_case_calibration" / "minute_rectification_holdout_v3.json"
V4_PATH = ROOT / "references" / "real_case_calibration" / "minute_rectification_holdout_v4.json"

RADII = (10, 30, 60)
MIN_EVENTS = 7
MIN_DOMAINS = 4


def event(
    event_id: str,
    domain: str,
    date: str,
    precision: str,
    description: str,
    publisher: str,
    url: str,
) -> dict[str, Any]:
    return {
        "id": event_id,
        "domain": domain,
        "date": date,
        "precision": precision,
        "description": description,
        "source": {
            "publisher": publisher,
            "url": url,
            "independent_of_birth_source": True,
        },
    }


WIKI = "Wikipedia"
BRIT = "Encyclopaedia Britannica"
OSCARS = "Academy of Motion Picture Arts and Sciences"

# Full event lists replace the 3-event v3 rows. Birth records stay from v3.
EVENTS: dict[str, list[dict[str, Any]]] = {
    "barack_obama_1961_aa_v4_holdout": [
        event("obama_columbia_1983", "education", "1983", "year", "Graduated from Columbia University.", WIKI, "https://en.wikipedia.org/wiki/Barack_Obama"),
        event("obama_chicago_1985", "relocation", "1985", "year", "Moved to Chicago as a community organizer.", BRIT, "https://www.britannica.com/biography/Barack-Obama"),
        event("obama_harvard_law_1991", "education", "1991", "year", "Graduated from Harvard Law School.", WIKI, "https://en.wikipedia.org/wiki/Barack_Obama"),
        event("obama_wedding_1992_v4", "relationship", "1992-10-03", "day", "Married Michelle Robinson.", "Obama Foundation", "https://obama.org/about/administration/chicago-where-it-began/"),
        event("obama_illinois_senate_1996_v4", "career", "1996-11-05", "day", "Elected to the Illinois State Senate.", WIKI, "https://en.wikipedia.org/wiki/Illinois_Senate_career_of_Barack_Obama"),
        event("obama_malia_1998", "family", "1998-07-04", "day", "Daughter Malia was born.", WIKI, "https://en.wikipedia.org/wiki/Malia_Obama"),
        event("obama_us_senate_2004", "career", "2004-11-02", "day", "Elected to the United States Senate.", WIKI, "https://en.wikipedia.org/wiki/2004_United_States_Senate_election_in_Illinois"),
        event("obama_presidential_election_2008_v4", "career", "2008-11-04", "day", "Elected President of the United States.", "White House Archives", "https://obamawhitehouse.archives.gov/1600/presidents/barackobama/"),
    ],
    "angelina_jolie_1975_aa_v4_holdout": [
        event("jolie_gia_1998", "career", "1998", "year", "Starred in the television film Gia.", WIKI, "https://en.wikipedia.org/wiki/Angelina_Jolie"),
        event("jolie_oscar_2000", "career", "2000-03-26", "day", "Won the Academy Award for supporting actress.", OSCARS, "https://www.oscars.org/oscars/ceremonies/2000"),
        event("jolie_thornton_2000", "relationship", "2000-05-05", "day", "Married Billy Bob Thornton.", BRIT, "https://www.britannica.com/biography/Angelina-Jolie"),
        event("jolie_maddox_2002", "family", "2002-03-10", "day", "Adopted Maddox from Cambodia.", WIKI, "https://en.wikipedia.org/wiki/Angelina_Jolie"),
        event("jolie_shiloh_2006", "family", "2006-05-27", "day", "Daughter Shiloh was born.", WIKI, "https://en.wikipedia.org/wiki/Shiloh_Jolie"),
        event("jolie_mastectomy_2013", "health_pressure", "2013", "year", "Underwent preventive double mastectomy treatment.", "The New York Times", "https://www.nytimes.com/2013/05/14/opinion/my-medical-choice.html"),
        event("jolie_marriage_2014", "relationship", "2014-08-23", "day", "Married Brad Pitt.", BRIT, "https://www.britannica.com/biography/Angelina-Jolie"),
        event("jolie_divorce_filed_2016", "relationship", "2016-09-19", "day", "Filed for divorce from Brad Pitt.", WIKI, "https://en.wikipedia.org/wiki/Angelina_Jolie"),
    ],
    "tiger_woods_1975_aa_v4_holdout": [
        event("woods_stanford_1994", "education", "1994", "year", "Enrolled at Stanford University.", WIKI, "https://en.wikipedia.org/wiki/Tiger_Woods"),
        event("woods_turned_professional_1996", "career", "1996", "year", "Turned professional as a golfer.", "PGA Tour", "https://www.pgatour.com/player/08793/tiger-woods/bio"),
        event("woods_masters_1997", "career", "1997-04-13", "day", "Won the Masters Tournament.", WIKI, "https://en.wikipedia.org/wiki/1997_Masters_Tournament"),
        event("woods_marriage_2004", "relationship", "2004-10-05", "day", "Married Elin Nordegren.", BRIT, "https://www.britannica.com/biography/Tiger-Woods"),
        event("woods_sam_2007", "family", "2007-06-18", "day", "Daughter Sam was born.", WIKI, "https://en.wikipedia.org/wiki/Tiger_Woods"),
        event("woods_divorce_2010", "relationship", "2010-08-23", "day", "Divorce from Elin Nordegren was finalized.", WIKI, "https://en.wikipedia.org/wiki/Tiger_Woods"),
        event("woods_car_crash_2021", "health_pressure", "2021-02-23", "day", "Sustained serious injuries in a motor-vehicle crash.", WIKI, "https://en.wikipedia.org/wiki/Tiger_Woods"),
    ],
    "elizabeth_taylor_1932_aa_v4_holdout": [
        event("taylor_moved_us_1939", "relocation", "1939", "year", "The family moved from London to the United States.", BRIT, "https://www.britannica.com/biography/Elizabeth-Taylor-American-actress"),
        event("taylor_national_velvet_1944", "career", "1944", "year", "Starred in National Velvet.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Taylor"),
        event("taylor_first_marriage_1950", "relationship", "1950-05-06", "day", "Married Conrad Hilton Jr.", BRIT, "https://www.britannica.com/biography/Elizabeth-Taylor-American-actress"),
        event("taylor_first_child_1953", "family", "1953-01-06", "day", "Her first child was born.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Taylor"),
        event("taylor_oscar_1961", "career", "1961-04-17", "day", "Won the Academy Award for Butterfield 8.", OSCARS, "https://www.oscars.org/oscars/ceremonies/1961"),
        event("taylor_burton_marriage_1964", "relationship", "1964-03-15", "day", "Married Richard Burton.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Taylor"),
        event("taylor_brain_surgery_1997", "health_pressure", "1997", "year", "Underwent surgery for a benign brain tumor.", BRIT, "https://www.britannica.com/biography/Elizabeth-Taylor-American-actress/Final-films-and-HIV-AIDS-activism"),
    ],
    "elizabeth_montgomery_1933_aa_v4_holdout": [
        event("montgomery_academy_1951", "education", "1951", "year", "Studied at the American Academy of Dramatic Arts.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Montgomery"),
        event("montgomery_first_marriage_1954", "relationship", "1954", "year", "Married Frederick Gallatin Cammann.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Montgomery"),
        event("montgomery_marriage_asher_1963", "relationship", "1963", "year", "Married producer William Asher.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Montgomery"),
        event("montgomery_bewitched_1964", "career", "1964-09-17", "day", "Bewitched premiered on television.", WIKI, "https://en.wikipedia.org/wiki/Bewitched"),
        event("montgomery_william_jr_1964", "family", "1964-07-24", "day", "Son William Asher Jr. was born.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Montgomery"),
        event("montgomery_moved_into_series_fame_1964b", "career", "1966", "year", "Won a Golden Globe for Bewitched.", WIKI, "https://en.wikipedia.org/wiki/Elizabeth_Montgomery"),
        event("montgomery_cancer_1995", "health_pressure", "1995", "year", "Was diagnosed with colorectal cancer and died later that year.", "The New York Times", "https://www.nytimes.com/1995/05/19/obituaries/elizabeth-montgomery-62-star-of-the-tv-comedy-bewitched.html"),
    ],
    "pablo_picasso_1881_aa_v4_holdout": [
        event("picasso_llotja_1895", "education", "1895", "year", "Entered the School of Fine Arts in Barcelona.", BRIT, "https://www.britannica.com/biography/Pablo-Picasso"),
        event("picasso_moved_paris_1904", "relocation", "1904", "year", "Settled permanently in Paris.", BRIT, "https://www.britannica.com/biography/Pablo-Picasso/Blue-Period"),
        event("picasso_demoiselles_1907", "career", "1907", "year", "Painted Les Demoiselles d'Avignon.", "Museum of Modern Art", "https://www.moma.org/collection/works/79766"),
        event("picasso_marriage_1918", "relationship", "1918-07-12", "day", "Married Olga Khokhlova.", WIKI, "https://en.wikipedia.org/wiki/Pablo_Picasso"),
        event("picasso_paulo_1921", "family", "1921-02-04", "day", "Son Paulo was born.", WIKI, "https://en.wikipedia.org/wiki/Paulo_Picasso"),
        event("picasso_guernica_1937", "career", "1937", "year", "Created and exhibited Guernica.", "Museum of Modern Art", "https://www.moma.org/collection/works/79018"),
        event("picasso_jacqueline_1961", "relationship", "1961-03-02", "day", "Married Jacqueline Roque.", WIKI, "https://en.wikipedia.org/wiki/Pablo_Picasso"),
    ],
    "sigmund_freud_1856_aa_v4_holdout": [
        event("freud_vienna_md_1881", "education", "1881", "year", "Received his medical degree from the University of Vienna.", BRIT, "https://www.britannica.com/biography/Sigmund-Freud"),
        event("freud_marriage_1886", "relationship", "1886-09-14", "day", "Married Martha Bernays.", WIKI, "https://en.wikipedia.org/wiki/Sigmund_Freud"),
        event("freud_anna_1895", "family", "1895-12-03", "day", "Daughter Anna Freud was born.", WIKI, "https://en.wikipedia.org/wiki/Anna_Freud"),
        event("freud_dreams_publication_1899", "career", "1899", "year", "Published The Interpretation of Dreams.", BRIT, "https://www.britannica.com/biography/Sigmund-Freud/Psychoanalytic-theory"),
        event("freud_clark_1909", "career", "1909", "year", "Lectured at Clark University in the United States.", WIKI, "https://en.wikipedia.org/wiki/Sigmund_Freud"),
        event("freud_cancer_1923", "health_pressure", "1923", "year", "Was diagnosed with cancer of the jaw.", BRIT, "https://www.britannica.com/biography/Sigmund-Freud"),
        event("freud_moved_london_1938", "relocation", "1938", "year", "Fled Nazi-occupied Vienna and settled in London.", WIKI, "https://en.wikipedia.org/wiki/Freud_Museum"),
    ],
    "salma_hayek_1966_aa_v4_holdout": [
        event("hayek_iberoamericana_1980s", "education", "1989", "year", "Left Universidad Iberoamericana to act full time.", WIKI, "https://en.wikipedia.org/wiki/Salma_Hayek"),
        event("hayek_moved_los_angeles_1991", "relocation", "1991", "year", "Moved to Los Angeles to pursue acting in Hollywood.", BRIT, "https://www.britannica.com/biography/Salma-Hayek"),
        event("hayek_desperado_1995", "career", "1995", "year", "Starred in Desperado.", WIKI, "https://en.wikipedia.org/wiki/Salma_Hayek"),
        event("hayek_frida_2002", "career", "2002", "year", "Produced and starred in Frida.", OSCARS, "https://www.oscars.org/oscars/ceremonies/2003"),
        event("hayek_valentina_2007", "family", "2007-09-21", "day", "Daughter Valentina was born.", WIKI, "https://en.wikipedia.org/wiki/Salma_Hayek"),
        event("hayek_marriage_2009", "relationship", "2009-02-14", "day", "Married Francois-Henri Pinault.", BRIT, "https://www.britannica.com/biography/Salma-Hayek/Personal-life"),
        event("hayek_oscar_nomination_2003", "career", "2003-03-23", "day", "Received an Academy Award nomination for Frida.", OSCARS, "https://www.oscars.org/oscars/ceremonies/2003"),
    ],
    "steve_reich_1936_aa_v4_holdout": [
        event("reich_cornell_degree_1957", "education", "1957", "year", "Graduated from Cornell University.", BRIT, "https://www.britannica.com/biography/Steve-Reich"),
        event("reich_juilliard_1961", "education", "1961", "year", "Completed studies at the Juilliard School.", WIKI, "https://en.wikipedia.org/wiki/Steve_Reich"),
        event("reich_moved_california_1963", "relocation", "1963", "year", "Moved to the San Francisco Bay Area.", "Boosey and Hawkes", "https://www.boosey.com/composer/Steve+Reich"),
        event("reich_return_ny_1965", "relocation", "1965", "year", "Returned to New York.", WIKI, "https://en.wikipedia.org/wiki/Steve_Reich"),
        event("reich_music_18_premiere_1976", "career", "1976-04-24", "day", "Music for 18 Musicians received its world premiere.", "Pulitzer Prizes", "https://www.pulitzer.org/winners/steve-reich"),
        event("reich_korot_1976", "relationship", "1976", "year", "Married video artist Beryl Korot.", WIKI, "https://en.wikipedia.org/wiki/Steve_Reich"),
        event("reich_pulitzer_2009", "career", "2009-04-20", "day", "Won the Pulitzer Prize for Music.", "Pulitzer Prizes", "https://www.pulitzer.org/winners/steve-reich"),
    ],
    "albert_brooks_1947_aa_v4_holdout": [
        event("brooks_cmu_1960s", "education", "1966", "year", "Attended Carnegie Mellon University.", WIKI, "https://en.wikipedia.org/wiki/Albert_Brooks"),
        event("brooks_real_life_1979", "career", "1979", "year", "Made his feature directing debut with Real Life.", WIKI, "https://en.wikipedia.org/wiki/Albert_Brooks"),
        event("brooks_lost_in_america_1985", "career", "1985", "year", "Wrote and directed Lost in America.", WIKI, "https://en.wikipedia.org/wiki/Lost_in_America"),
        event("brooks_oscar_nomination_1988", "career", "1988-04-11", "day", "Received an Academy Award nomination for Broadcast News.", OSCARS, "https://www.oscars.org/oscars/ceremonies/1988"),
        event("brooks_marriage_1997", "relationship", "1997", "year", "Married Kimberly Shlain.", WIKI, "https://en.wikipedia.org/wiki/Kimberly_Brooks_(artist)"),
        event("brooks_jacob_1998", "family", "1998", "year", "Son Jacob was born.", WIKI, "https://en.wikipedia.org/wiki/Albert_Brooks"),
        event("brooks_finding_nemo_2003", "career", "2003", "year", "Voiced Marlin in Finding Nemo.", WIKI, "https://en.wikipedia.org/wiki/Albert_Brooks"),
    ],
    "paul_ryan_1970_aa_v4_holdout": [
        event("ryan_miami_1992", "education", "1992", "year", "Graduated from Miami University.", BRIT, "https://www.britannica.com/biography/Paul-Ryan"),
        event("ryan_elected_house_1998", "career", "1998-11-03", "day", "Was elected to the United States House of Representatives.", "United States House of Representatives", "https://history.house.gov/People/Detail/20147"),
        event("ryan_marriage_2000", "relationship", "2000-12-02", "day", "Married Janna Little.", BRIT, "https://www.britannica.com/biography/Paul-Ryan"),
        event("ryan_liza_2004", "family", "2004", "year", "Daughter Liza was born.", WIKI, "https://en.wikipedia.org/wiki/Paul_Ryan"),
        event("ryan_vp_nominee_2012", "career", "2012-08-11", "day", "Was named the Republican vice-presidential nominee.", WIKI, "https://en.wikipedia.org/wiki/Paul_Ryan"),
        event("ryan_speaker_2015", "career", "2015-10-29", "day", "Was elected Speaker of the House.", WIKI, "https://en.wikipedia.org/wiki/October_2015_Speaker_of_the_United_States_House_of_Representatives_election"),
        event("ryan_retire_2018", "career", "2018-04-11", "day", "Announced he would not seek re-election.", WIKI, "https://en.wikipedia.org/wiki/Paul_Ryan"),
    ],
    "tom_kennedy_1927_aa_v4_holdout": [
        event("kennedy_missouri_1940s", "education", "1947", "year", "Attended the University of Missouri.", WIKI, "https://en.wikipedia.org/wiki/Tom_Kennedy_(television_host)"),
        event("kennedy_moved_la_1950s", "relocation", "1950", "year", "Moved into network television in Los Angeles.", "The Hollywood Reporter", "https://www.hollywoodreporter.com/tv/tv-news/tom-kennedy-dead-game-show-host-name-that-tune-was-93-4074025/"),
        event("kennedy_marriage_1952", "relationship", "1952", "year", "Married Betty Gevedon.", "The Hollywood Reporter", "https://www.hollywoodreporter.com/tv/tv-news/tom-kennedy-dead-game-show-host-name-that-tune-was-93-4074025/"),
        event("kennedy_big_game_1958", "career", "1958", "year", "Began hosting his first national game show, The Big Game.", WIKI, "https://en.wikipedia.org/wiki/Tom_Kennedy_(television_host)"),
        event("kennedy_you_dont_say_1963", "career", "1963", "year", "Began hosting You Don't Say!", WIKI, "https://en.wikipedia.org/wiki/You_Don%27t_Say!"),
        event("kennedy_name_that_tune_1974", "career", "1974", "year", "Began hosting the syndicated Name That Tune.", "The Hollywood Reporter", "https://www.hollywoodreporter.com/tv/tv-news/tom-kennedy-dead-game-show-host-name-that-tune-was-93-4074025/"),
        event("kennedy_death_2020", "health_pressure", "2020-10-07", "day", "Died in a care facility in Oxnard, California.", WIKI, "https://en.wikipedia.org/wiki/Tom_Kennedy_(television_host)"),
    ],
    "andrew_windsor_1960_aa_v4_holdout": [
        event("andrew_gordonstoun_1970s", "education", "1979", "year", "Completed schooling at Gordonstoun.", BRIT, "https://www.britannica.com/biography/Prince-Andrew-duke-of-York"),
        event("andrew_royal_navy_1979", "career", "1979", "year", "Entered the Royal Navy as an officer trainee.", "The Royal Family", "https://www.royal.uk/the-duke-of-york"),
        event("andrew_falklands_1982", "career", "1982", "year", "Served in the Falklands War as a helicopter pilot.", WIKI, "https://en.wikipedia.org/wiki/Prince_Andrew,_Duke_of_York"),
        event("andrew_marriage_1986", "relationship", "1986-07-23", "day", "Married Sarah Ferguson.", BRIT, "https://www.britannica.com/biography/Prince-Andrew-duke-of-York"),
        event("andrew_beatrice_1988", "family", "1988-08-08", "day", "Daughter Beatrice was born.", WIKI, "https://en.wikipedia.org/wiki/Princess_Beatrice"),
        event("andrew_eugenie_1990", "family", "1990-03-23", "day", "Daughter Eugenie was born.", WIKI, "https://en.wikipedia.org/wiki/Princess_Eugenie"),
        event("andrew_divorce_1996", "relationship", "1996-05-30", "day", "Divorce from Sarah Ferguson became final.", "The Royal Family", "https://www.royal.uk/duke-york"),
    ],
    "sean_lennon_1975_aa_v4_holdout": [
        event("lennon_father_death_1980", "family", "1980-12-08", "day", "His father John Lennon was murdered.", BRIT, "https://www.britannica.com/biography/John-Lennon"),
        event("lennon_rosey_1980s", "education", "1986", "year", "Attended Institut Le Rosey in Switzerland.", WIKI, "https://en.wikipedia.org/wiki/Sean_Lennon"),
        event("lennon_columbia_1990s", "education", "1995", "year", "Attended Columbia University.", WIKI, "https://en.wikipedia.org/wiki/Sean_Lennon"),
        event("lennon_into_sun_1998", "career", "1998-05-19", "day", "Released his debut album Into the Sun.", "AllMusic", "https://www.allmusic.com/album/into-the-sun-mw0000036772"),
        event("lennon_friendly_fire_2006", "career", "2006-09-26", "day", "Released the album Friendly Fire.", WIKI, "https://en.wikipedia.org/wiki/Friendly_Fire_(Sean_Lennon_album)"),
        event("lennon_ghost_2012", "career", "2012", "year", "Formed the duo The Ghost of a Saber Tooth Tiger.", WIKI, "https://en.wikipedia.org/wiki/Sean_Lennon"),
        event("lennon_kemp_muhl", "relationship", "2007", "year", "Began a long-term relationship with Charlotte Kemp Muhl.", WIKI, "https://en.wikipedia.org/wiki/Sean_Lennon"),
    ],
    "joseph_kennedy_iii_1980_aa_v4_holdout": [
        event("kennedy_stanford_2003", "education", "2003", "year", "Graduated from Stanford University.", "United States Congress", "https://bioguide.congress.gov/search/bio/K000379"),
        event("kennedy_peace_corps_2004", "relocation", "2004", "year", "Joined the Peace Corps in the Dominican Republic.", WIKI, "https://en.wikipedia.org/wiki/Joe_Kennedy_III"),
        event("kennedy_harvard_law_2009", "education", "2009", "year", "Graduated from Harvard Law School.", WIKI, "https://en.wikipedia.org/wiki/Joe_Kennedy_III"),
        event("kennedy_elected_house_2012", "career", "2012-11-06", "day", "Was elected to the United States House of Representatives.", WIKI, "https://en.wikipedia.org/wiki/2012_United_States_House_of_Representatives_elections_in_Massachusetts"),
        event("kennedy_marriage_2012", "relationship", "2012-12-01", "day", "Married Lauren Birchfield.", WIKI, "https://en.wikipedia.org/wiki/Joe_Kennedy_III"),
        event("kennedy_daughter_2015", "family", "2015", "year", "Their first child was born.", WIKI, "https://en.wikipedia.org/wiki/Joe_Kennedy_III"),
        event("kennedy_senate_primary_2020", "career", "2020-09-01", "day", "Lost the Democratic Senate primary in Massachusetts.", WIKI, "https://en.wikipedia.org/wiki/2020_United_States_Senate_election_in_Massachusetts"),
    ],
    "kurt_cobain_1967_aa_v4_holdout": [
        event("cobain_left_school_1985", "education", "1985", "year", "Dropped out of high school shortly before graduation.", WIKI, "https://en.wikipedia.org/wiki/Kurt_Cobain"),
        event("cobain_olympia_1987", "relocation", "1987", "year", "Moved to Olympia, Washington.", WIKI, "https://en.wikipedia.org/wiki/Kurt_Cobain"),
        event("cobain_bleach_1989", "career", "1989-06-15", "day", "Nirvana released Bleach.", WIKI, "https://en.wikipedia.org/wiki/Bleach_(Nirvana_album)"),
        event("cobain_nevermind_1991", "career", "1991-09-24", "day", "Nirvana released Nevermind.", "Rock and Roll Hall of Fame", "https://www.rockhall.com/inductees/nirvana"),
        event("cobain_marriage_1992", "relationship", "1992-02-24", "day", "Married Courtney Love.", BRIT, "https://www.britannica.com/biography/Kurt-Cobain"),
        event("cobain_frances_1992", "family", "1992-08-18", "day", "Daughter Frances Bean was born.", WIKI, "https://en.wikipedia.org/wiki/Frances_Bean_Cobain"),
        event("cobain_overdose_1994", "health_pressure", "1994-03-04", "day", "Was hospitalized after an overdose in Rome.", "The Seattle Times", "https://www.seattletimes.com/entertainment/music/kurt-cobain-a-timeline-of-his-life/"),
    ],
    "john_robbins_1947_aa_v4_holdout": [
        event("robbins_marriage_1968", "relationship", "1967-03-10", "day", "Married Deo Robbins.", WIKI, "https://en.wikipedia.org/wiki/John_Robbins_(author)"),
        event("robbins_berkeley_1969", "education", "1969", "year", "Graduated from the University of California, Berkeley.", WIKI, "https://en.wikipedia.org/wiki/John_Robbins_(author)"),
        event("robbins_antioch_1976", "education", "1976", "year", "Received a master's degree from Antioch College.", WIKI, "https://en.wikipedia.org/wiki/John_Robbins_(author)"),
        event("robbins_diet_book_1987", "career", "1987", "year", "Published Diet for a New America.", WIKI, "https://en.wikipedia.org/wiki/John_Robbins_(author)"),
        event("robbins_earthsave_1988", "career", "1988", "year", "Founded the organization EarthSave.", WIKI, "https://en.wikipedia.org/wiki/John_Robbins_(author)"),
        event("robbins_health_book_1996", "career", "1996", "year", "Published Reclaiming Our Health.", "John Robbins", "https://www.johnrobbins.info/books/"),
        event("robbins_death_2025", "health_pressure", "2025-06-11", "day", "Died in Soquel, California.", WIKI, "https://en.wikipedia.org/wiki/John_Robbins_(author)"),
    ],
    "chad_everett_1937_aa_v4_holdout": [
        event("everett_wayne_state_1950s", "education", "1957", "year", "Attended Wayne State University.", WIKI, "https://en.wikipedia.org/wiki/Chad_Everett"),
        event("everett_moved_hollywood_1960", "relocation", "1960", "year", "Moved to Hollywood under a studio contract.", WIKI, "https://en.wikipedia.org/wiki/Chad_Everett"),
        event("everett_marriage_1966", "relationship", "1966-05-22", "day", "Married actress Shelby Grant.", WIKI, "https://en.wikipedia.org/wiki/Chad_Everett"),
        event("everett_katherine_1967", "family", "1967", "year", "Daughter Katherine was born.", WIKI, "https://en.wikipedia.org/wiki/Chad_Everett"),
        event("everett_medical_center_1969", "career", "1969", "year", "Began starring in Medical Center.", WIKI, "https://en.wikipedia.org/wiki/Medical_Center_(TV_series)"),
        event("everett_airplane_ii_1982", "career", "1982", "year", "Appeared in Airplane II: The Sequel.", WIKI, "https://en.wikipedia.org/wiki/Chad_Everett"),
        event("everett_lung_cancer_2012", "health_pressure", "2012", "year", "Died after a battle with lung cancer.", "The New York Times", "https://www.nytimes.com/2012/07/26/arts/television/chad-everett-medical-center-star-dies-at-75.html"),
    ],
    "bernd_eichinger_1949_aa_v4_holdout": [
        event("eichinger_hff_1970s", "education", "1973", "year", "Studied at the University of Television and Film Munich.", WIKI, "https://en.wikipedia.org/wiki/Bernd_Eichinger"),
        event("eichinger_constantin_1979", "career", "1979", "year", "Bought a stake in Neue Constantin Film and became executive director.", WIKI, "https://en.wikipedia.org/wiki/Constantin_Film"),
        event("eichinger_name_of_rose_1986", "career", "1986", "year", "Produced The Name of the Rose.", WIKI, "https://en.wikipedia.org/wiki/The_Name_of_the_Rose_(film)"),
        event("eichinger_summit_1991", "career", "1991", "year", "Co-founded Summit Entertainment.", WIKI, "https://en.wikipedia.org/wiki/Summit_Entertainment"),
        event("eichinger_nina_1994", "family", "1994", "year", "Daughter Nina was born.", WIKI, "https://en.wikipedia.org/wiki/Bernd_Eichinger"),
        event("eichinger_marriage_2006", "relationship", "2006", "year", "Married Katja Hofmann.", "Reuters", "https://www.reuters.com/article/us-berndeichinger/film-producer-bernd-eichinger-dies-at-61-idUSTRE70O6BJ20110125"),
        event("eichinger_heart_2011", "health_pressure", "2011-01-24", "day", "Died of a heart attack in Los Angeles.", WIKI, "https://en.wikipedia.org/wiki/Bernd_Eichinger"),
    ],
    "iwao_takamoto_1925_aa_v4_holdout": [
        event("takamoto_manzanar_1942", "relocation", "1942", "year", "Was sent with his family to the Manzanar internment camp.", WIKI, "https://en.wikipedia.org/wiki/Iwao_Takamoto"),
        event("takamoto_joined_disney_1947", "career", "1945", "year", "Joined Walt Disney Animation Studios.", WIKI, "https://en.wikipedia.org/wiki/Iwao_Takamoto"),
        event("takamoto_cinderella_1950", "career", "1950", "year", "Worked as a character artist on Cinderella.", WIKI, "https://en.wikipedia.org/wiki/Iwao_Takamoto"),
        event("takamoto_marriage_shattuck_1957", "relationship", "1957", "year", "Married Jane M. Shattuck.", WIKI, "https://en.wikipedia.org/wiki/Iwao_Takamoto"),
        event("takamoto_hanna_barbera_1961", "career", "1961", "year", "Moved to Hanna-Barbera and began designing its characters.", "Animation Magazine", "https://www.animationmagazine.net/2007/01/animation-legend-iwao-takamoto-dies/"),
        event("takamoto_marriage_farber_1964", "relationship", "1964", "year", "Married Barbara Farber.", WIKI, "https://en.wikipedia.org/wiki/Iwao_Takamoto"),
        event("takamoto_scooby_1969", "career", "1969", "year", "Scooby-Doo, Where Are You! premiered with his character design.", WIKI, "https://en.wikipedia.org/wiki/Scooby-Doo,_Where_Are_You!"),
        event("takamoto_heart_attack_2007", "health_pressure", "2007-01-08", "day", "Died following a heart attack.", "The New York Times", "https://www.nytimes.com/2007/01/10/arts/10takamoto.html"),
    ],
}


def _validate(case: dict[str, Any]) -> None:
    events = case["events"]
    domains = {str(item["domain"]) for item in events}
    if len(events) < MIN_EVENTS:
        raise SystemExit(f"{case['case_id']}: {len(events)} events < {MIN_EVENTS}")
    if len(domains) < MIN_DOMAINS:
        raise SystemExit(f"{case['case_id']}: {sorted(domains)} domains < {MIN_DOMAINS}")
    rating = ((case.get("birth") or {}).get("source") or {}).get("rodden_rating")
    if rating != "AA":
        raise SystemExit(f"{case['case_id']}: rodden_rating {rating!r} is not AA")


def build() -> dict[str, Any]:
    v3 = json.loads(V3_PATH.read_text(encoding="utf-8"))
    cases = []
    for row in v3["cases"]:
        case_id = str(row["case_id"])
        extra = EVENTS.get(case_id)
        if extra is None:
            raise SystemExit(f"missing v4 events for {case_id}")
        case = {
            **row,
            "holdout_partition": "open_scale_evaluation",
            "excluded_from_tuning": True,
            "candidate_radius_minutes": 10,
            "candidate_radii_minutes": list(RADII),
            "true_minute": str(row["birth"]["time"])[:5],
            "true_cluster_note": "Cluster membership depends on the scoring variant and radius; recorded in the sweep results.",
            "events": extra,
        }
        _validate(case)
        cases.append(case)
    return {
        "schema_version": "minute-rectification-holdout-v4",
        "benchmark_id": "minute_rectification_scale_holdout_v4",
        "description": "Public Rodden-AA minute set with at least 7 dated events and 4 domains per case, scored at ±10 / ±30 / ±60. Open evaluation for scoring-scale research, not a sealed blind release gate.",
        "truth_hidden_from_ranker": False,
        "frozen_before_replay": False,
        "source_audit_status": "public_biography_expansion_2026_09_14",
        "ayanamsa": "raman",
        "node_mode": "mean",
        "candidate_radii_minutes": list(RADII),
        "minimum_gate": {
            "public_aa_cases": len(cases),
            "events_per_case": MIN_EVENTS,
            "domains_per_case": MIN_DOMAINS,
        },
        "v3_date_corrections": [
            {"event_id": "robbins_marriage_1968", "submitted": "1968", "working": "1967-03-10"},
            {"event_id": "takamoto_joined_disney_1947", "submitted": "1947", "working": "1945"},
        ],
        "parent_dataset": "references/real_case_calibration/minute_rectification_holdout_v3.json",
        "cases": cases,
        "boundary": "Not a sealed blind holdout. Events are public biographies. Do not mix these numbers with upstream true-node runs.",
    }


def main() -> int:
    payload = build()
    V4_PATH.write_text(json.dumps(payload, ensure_ascii=True, indent=2) + "\n", encoding="utf-8")
    print(f"wrote {V4_PATH} cases={len(payload['cases'])}")
    return 0


if __name__ == "__main__":
    sys.exit(main())