Triple

T22103875
Position Surface form Disambiguated ID Type / Status
Subject Bad Education (2019 film) E546236 entity
Predicate basedOn P98 FINISHED
Object Roslyn Union Free School District embezzlement scandal
The Roslyn Union Free School District embezzlement scandal was a major early-2000s Long Island case in which school administrators stole millions of dollars in public funds, becoming one of the largest school embezzlement schemes in U.S. history.
E1518090 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: Roslyn Union Free School District embezzlement scandal | Statement: [Bad Education (2019 film), basedOn, Roslyn Union Free School District embezzlement scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roslyn Union Free School District embezzlement scandal
Context triple: [Bad Education (2019 film), basedOn, Roslyn Union Free School District embezzlement scandal]
  • A. Sanborn contracts scandal
    The Sanborn contracts scandal was a major 1870s U.S. political controversy involving corrupt tax-collection contracts that damaged the reputation of President Ulysses S. Grant’s administration.
  • B. Recruit scandal
    The Recruit scandal was a major late-1980s Japanese political corruption affair involving insider trading and illicit share allocations to influential politicians and business leaders, which severely undermined public trust in the government.
  • 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. Keating Five scandal
    The Keating Five scandal was a major U.S. political controversy in the late 1980s involving five senators accused of improperly intervening with federal regulators on behalf of banker Charles Keating, whose savings and loan institution later collapsed.
  • E. Thornton Affair
    The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
  • 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: Roslyn Union Free School District embezzlement scandal
Triple: [Bad Education (2019 film), basedOn, Roslyn Union Free School District embezzlement scandal]
Generated description
The Roslyn Union Free School District embezzlement scandal was a major early-2000s Long Island case in which school administrators stole millions of dollars in public funds, becoming one of the largest school embezzlement schemes in U.S. history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roslyn Union Free School District embezzlement scandal
Target entity description: The Roslyn Union Free School District embezzlement scandal was a major early-2000s Long Island case in which school administrators stole millions of dollars in public funds, becoming one of the largest school embezzlement schemes in U.S. history.
  • A. Sanborn contracts scandal
    The Sanborn contracts scandal was a major 1870s U.S. political controversy involving corrupt tax-collection contracts that damaged the reputation of President Ulysses S. Grant’s administration.
  • B. Recruit scandal
    The Recruit scandal was a major late-1980s Japanese political corruption affair involving insider trading and illicit share allocations to influential politicians and business leaders, which severely undermined public trust in the government.
  • 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. Keating Five scandal
    The Keating Five scandal was a major U.S. political controversy in the late 1980s involving five senators accused of improperly intervening with federal regulators on behalf of banker Charles Keating, whose savings and loan institution later collapsed.
  • E. Thornton Affair
    The Thornton Affair was an 1846 skirmish between Mexican and U.S. troops along the disputed Texas–Mexico border that helped trigger the Mexican–American War.
  • 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_69e11e378dc08190896d6a51597afd5a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1291815f88190a6eaf73e444dc1c2 completed April 28, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a87a70bd881909ba61f007a3fe0d9 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a895ef5288190a0390f96efd33d44 completed May 18, 2026, 3:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0a89c9c35081909c874c659d4a084f completed May 18, 2026, 3:38 a.m.
Created at: April 16, 2026, 8:30 p.m.