Triple

T5822455
Position Surface form Disambiguated ID Type / Status
Subject A Woman in Charge: The Life of Hillary Rodham Clinton E129141 entity
Predicate subject P450 FINISHED
Object Whitewater controversy
The Whitewater controversy was a 1990s political scandal involving Bill and Hillary Clinton’s past real estate investments in Arkansas that prompted multiple investigations into alleged financial and ethical misconduct.
E547083 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: Whitewater controversy | Statement: [A Woman in Charge: The Life of Hillary Rodham Clinton, subject, Whitewater controversy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whitewater controversy
Context triple: [A Woman in Charge: The Life of Hillary Rodham Clinton, subject, Whitewater controversy]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Canongate
    Canongate is a historic street and district in Edinburgh’s Old Town, known for its royal connections and significant civic and religious buildings.
  • 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: Whitewater controversy
Triple: [A Woman in Charge: The Life of Hillary Rodham Clinton, subject, Whitewater controversy]
Generated description
The Whitewater controversy was a 1990s political scandal involving Bill and Hillary Clinton’s past real estate investments in Arkansas that prompted multiple investigations into alleged financial and ethical misconduct.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whitewater controversy
Target entity description: The Whitewater controversy was a 1990s political scandal involving Bill and Hillary Clinton’s past real estate investments in Arkansas that prompted multiple investigations into alleged financial and ethical misconduct.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Canongate
    Canongate is a historic street and district in Edinburgh’s Old Town, known for its royal connections and significant civic and religious buildings.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0341715bc81909568b00ccc79869d completed March 22, 2026, 6:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09856bd7881909bf6a87e0c071103 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098f465cc819088241200306bd273 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09978ab548190934bc9517444f8a7 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:53 p.m.