Triple

T1064291
Position Surface form Disambiguated ID Type / Status
Subject Enron accounting scandal E22974 entity
Predicate keyPerson P256 FINISHED
Object Sherron Watkins
Sherron Watkins is an American accountant and former Enron vice president best known as the whistleblower who warned company leadership about the fraudulent accounting practices that led to Enron’s collapse.
 E126395 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: Sherron Watkins | Statement: [Enron accounting scandal, keyPerson, Sherron Watkins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sherron Watkins
Context triple: [Enron accounting scandal, keyPerson, Sherron Watkins]
  • A. Janet Hill
    Janet Hill is known as the former wife of Apple co-founder Steve Wozniak.
  • B. Leah Ashley
    Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
  • C. Joan Roberts
    Joan Roberts was an American actress and singer best known for originating the role of Laurey in the landmark 1943 Broadway musical "Oklahoma!".
  • D. Amy Pope
    Amy Pope is an American lawyer and former White House official who serves as the Director General of the International Organization for Migration, leading global efforts on migration governance and humanitarian response.
  • E. Katherine Harrison
    Katherine Harrison, better known as Katherine "Kitty" Oppenheimer, was a German-American biologist and botanist who became widely known as the wife of physicist J. Robert Oppenheimer.
  • 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: Sherron Watkins
Triple: [Enron accounting scandal, keyPerson, Sherron Watkins]
Generated description
Sherron Watkins is an American accountant and former Enron vice president best known as the whistleblower who warned company leadership about the fraudulent accounting practices that led to Enron’s collapse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sherron Watkins
Target entity description: Sherron Watkins is an American accountant and former Enron vice president best known as the whistleblower who warned company leadership about the fraudulent accounting practices that led to Enron’s collapse.
  • A. Janet Hill
    Janet Hill is known as the former wife of Apple co-founder Steve Wozniak.
  • B. Leah Ashley
    Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
  • C. Joan Roberts
    Joan Roberts was an American actress and singer best known for originating the role of Laurey in the landmark 1943 Broadway musical "Oklahoma!".
  • D. Amy Pope
    Amy Pope is an American lawyer and former White House official who serves as the Director General of the International Organization for Migration, leading global efforts on migration governance and humanitarian response.
  • E. Katherine Harrison
    Katherine Harrison, better known as Katherine "Kitty" Oppenheimer, was a German-American biologist and botanist who became widely known as the wife of physicist J. Robert Oppenheimer.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f85cc08190ae03ac6c84936cc5 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c1d82c88190b418e2e2f050b563 completed March 7, 2026, 4:02 p.m.
NEDg Description generation batch_69ac4e109c3c8190abcbc66aef59c52f completed March 7, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69ac4e646698819083403336eb07b7ff completed March 7, 2026, 4:12 p.m.
Created at: March 1, 2026, 7:42 p.m.