Triple

T422512
Position Surface form Disambiguated ID Type / Status
Subject Bill Clinton E8133 entity
Predicate notableEvent P259 FINISHED
Object 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.
E53139 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: Monica Lewinsky scandal | Statement: [Bill Clinton, notableEvent, Monica Lewinsky scandal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monica Lewinsky scandal
Context triple: [Bill Clinton, notableEvent, Monica Lewinsky scandal]
  • A. Watergate scandal
    The Watergate scandal was a major 1970s American political scandal involving the Nixon administration’s attempts to cover up a break-in at the Democratic National Committee headquarters, ultimately leading to President Richard Nixon’s resignation.
  • B. Teapot Dome scandal
    The Teapot Dome scandal was a major 1920s U.S. political corruption case involving the secret leasing of federal oil reserves that severely damaged public trust in the Harding administration.
  • C. Lockheed bribery scandals
    The Lockheed bribery scandals were a series of high-profile corruption cases in the 1970s involving the U.S. aerospace company Lockheed paying illegal bribes to foreign officials and politicians to secure aircraft contracts, leading to major political fallout in several countries.
  • 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. Mani Pulite investigations
    Mani Pulite investigations were a landmark early-1990s Italian judicial probe into widespread political corruption that exposed systemic bribery and led to the collapse of much of the country’s postwar party system.
  • 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: Monica Lewinsky scandal
Triple: [Bill Clinton, notableEvent, Monica Lewinsky scandal]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monica Lewinsky scandal
Target entity description: 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.
  • A. Watergate scandal
    The Watergate scandal was a major 1970s American political scandal involving the Nixon administration’s attempts to cover up a break-in at the Democratic National Committee headquarters, ultimately leading to President Richard Nixon’s resignation.
  • B. Teapot Dome scandal
    The Teapot Dome scandal was a major 1920s U.S. political corruption case involving the secret leasing of federal oil reserves that severely damaged public trust in the Harding administration.
  • C. Lockheed bribery scandals
    The Lockheed bribery scandals were a series of high-profile corruption cases in the 1970s involving the U.S. aerospace company Lockheed paying illegal bribes to foreign officials and politicians to secure aircraft contracts, leading to major political fallout in several countries.
  • 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. Mani Pulite investigations
    Mani Pulite investigations were a landmark early-1990s Italian judicial probe into widespread political corruption that exposed systemic bribery and led to the collapse of much of the country’s postwar party system.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2eec200648190bcb9f1b98c8e9cdf completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4254646bc8190bfa77dbdfdb939b8 completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425b246588190847c7bae8319e5e7 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a42616978881909f7c51f7cf8f467a completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.