Triple

T8019639
Position Surface form Disambiguated ID Type / Status
Subject Silverado Savings and Loan collapse E186705 entity
Predicate relatedTo P37 FINISHED
Object 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.
E708726 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: Keating Five scandal | Statement: [Silverado Savings and Loan collapse, relatedTo, Keating Five scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keating Five scandal
Context triple: [Silverado Savings and Loan collapse, relatedTo, Keating Five scandal]
  • A. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • B. 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.
  • C. Whiskey Ring scandal
    The Whiskey Ring scandal was a major 1870s U.S. political corruption scheme involving distillers and government officials who conspired to defraud the federal government of liquor tax revenues during President Ulysses S. Grant’s administration.
  • D. Saltergate
    Saltergate is a small hamlet in North Yorkshire, England, known as a popular stopping point on the A169 road overlooking the scenic Hole of Horcum in the North York Moors.
  • E. Monica Lewinsky scandal
    The Monica Lewinsky scandal was a late-1990s political and sexual controversy involving U.S. President Bill Clinton and White House intern Monica Lewinsky that led to Clinton’s impeachment by the House of Representatives.
  • 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: Keating Five scandal
Triple: [Silverado Savings and Loan collapse, relatedTo, Keating Five scandal]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keating Five scandal
Target entity description: 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.
  • A. Straperlo scandal
    The Straperlo scandal was a major political corruption affair in 1930s Spain involving rigged gambling concessions that severely damaged the reputation of the Radical Republican Party and contributed to the destabilization of the Second Spanish Republic.
  • B. 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.
  • C. Whiskey Ring scandal
    The Whiskey Ring scandal was a major 1870s U.S. political corruption scheme involving distillers and government officials who conspired to defraud the federal government of liquor tax revenues during President Ulysses S. Grant’s administration.
  • D. Saltergate
    Saltergate is a small hamlet in North Yorkshire, England, known as a popular stopping point on the A169 road overlooking the scenic Hole of Horcum in the North York Moors.
  • E. Monica Lewinsky scandal
    The Monica Lewinsky scandal was a late-1990s political and sexual controversy involving U.S. President Bill Clinton and White House intern Monica Lewinsky that led to Clinton’s impeachment by the House of Representatives.
  • 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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8bc90081909f6f5878e6f1f241 completed March 31, 2026, 3:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56c82824819082e93eddc40bfad1 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc5ca6efbc819082f4c643446da354 completed March 31, 2026, 11:45 p.m.
NED2 Entity disambiguation (via description) batch_69cc5d6d93f08190b17d6c7a4fad2cf0 completed March 31, 2026, 11:49 p.m.
Created at: March 30, 2026, 5:20 p.m.