Triple

T1556069
Position Surface form Disambiguated ID Type / Status
Subject 1988 United States presidential election E33206 entity
Predicate notableEvent P259 FINISHED
Object Willie Horton controversy
The Willie Horton controversy was a highly charged political issue in the 1988 U.S. presidential campaign, centered on a convicted murderer who committed violent crimes while on furlough, and used in attack ads to portray Democratic nominee Michael Dukakis as soft on crime.
E178182 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Willie Horton controversy | Statement: [1988 United States presidential election, notableEvent, Willie Horton controversy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Willie Horton controversy
Context triple: [1988 United States presidential election, notableEvent, Willie Horton controversy]
  • A. Rampart scandal
    The Rampart scandal was a major late-1990s corruption and misconduct controversy involving the Los Angeles Police Department’s Rampart Division anti-gang unit, exposing widespread abuses, evidence tampering, and wrongful convictions.
  • B. Willie Horton
    Willie Horton is a former Major League Baseball outfielder and designated hitter best known as a longtime Detroit Tigers star and key contributor to their 1968 World Series championship team.
  • C. 1889 Cleveland Street scandal
    The 1889 Cleveland Street scandal was a notorious Victorian-era British sex scandal involving a male brothel in London that implicated members of the aristocracy and raised suspicions of a cover-up to protect high-ranking figures.
  • D. Chappaquiddick incident
    The Chappaquiddick incident was a 1969 car accident on Chappaquiddick Island involving Senator Edward M. Kennedy that resulted in the death of Mary Jo Kopechne and had lasting political repercussions for Kennedy's career.
  • E. Beecher–Tilton scandal
    The Beecher–Tilton scandal was a highly publicized 1870s adultery and seduction controversy involving famed preacher Henry Ward Beecher and Elizabeth Tilton that captivated and divided Victorian-era American society.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Willie Horton controversy
Triple: [1988 United States presidential election, notableEvent, Willie Horton controversy]
Generated description
The Willie Horton controversy was a highly charged political issue in the 1988 U.S. presidential campaign, centered on a convicted murderer who committed violent crimes while on furlough, and used in attack ads to portray Democratic nominee Michael Dukakis as soft on crime.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Willie Horton controversy
Target entity description: The Willie Horton controversy was a highly charged political issue in the 1988 U.S. presidential campaign, centered on a convicted murderer who committed violent crimes while on furlough, and used in attack ads to portray Democratic nominee Michael Dukakis as soft on crime.
  • A. Rampart scandal
    The Rampart scandal was a major late-1990s corruption and misconduct controversy involving the Los Angeles Police Department’s Rampart Division anti-gang unit, exposing widespread abuses, evidence tampering, and wrongful convictions.
  • B. Willie Horton
    Willie Horton is a former Major League Baseball outfielder and designated hitter best known as a longtime Detroit Tigers star and key contributor to their 1968 World Series championship team.
  • C. 1889 Cleveland Street scandal
    The 1889 Cleveland Street scandal was a notorious Victorian-era British sex scandal involving a male brothel in London that implicated members of the aristocracy and raised suspicions of a cover-up to protect high-ranking figures.
  • D. Chappaquiddick incident
    The Chappaquiddick incident was a 1969 car accident on Chappaquiddick Island involving Senator Edward M. Kennedy that resulted in the death of Mary Jo Kopechne and had lasting political repercussions for Kennedy's career.
  • E. Beecher–Tilton scandal
    The Beecher–Tilton scandal was a highly publicized 1870s adultery and seduction controversy involving famed preacher Henry Ward Beecher and Elizabeth Tilton that captivated and divided Victorian-era American society.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a885ef9cf48190b0af0f5ce3d02231 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa620eed9081908921530fd60656b7 completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad370e10248190b060a0209b979ef9 completed March 8, 2026, 8:45 a.m.
NEDg Description generation batch_69ad3b03780881909ca372552cdc4ff3 completed March 8, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69ad3b6bbc9c8190964ad173cfca5698 completed March 8, 2026, 9:03 a.m.
Created at: March 4, 2026, 7:27 p.m.