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 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 8:30 p.m.