Triple

T14509135
Position Surface form Disambiguated ID Type / Status
Subject Casino Jack and the United States of Money E340349 entity
Predicate subject P450 FINISHED
Object Jack Abramoff
Jack Abramoff is a former American lobbyist and businessman best known for his central role in a major Washington corruption scandal involving influence peddling, fraud, and the exploitation of Native American tribes.
E1102915 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: Jack Abramoff | Statement: [Casino Jack and the United States of Money, subject, Jack Abramoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jack Abramoff
Context triple: [Casino Jack and the United States of Money, subject, Jack Abramoff]
  • A. Mark Whitacre
    Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
  • B. Robert Mercer
    Robert Mercer is an American computer scientist, hedge fund billionaire, and influential conservative political donor known for his role in Renaissance Technologies and funding right-wing causes.
  • C. Tom DeLay
    Tom DeLay is a former Republican House Majority Leader from Texas known for his influential role in Congress and subsequent legal and ethical controversies.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Porter Goss
    Porter Goss is an American politician and former CIA officer who served as Director of the Central Intelligence Agency and as a U.S. Representative from Florida.
  • 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: Jack Abramoff
Triple: [Casino Jack and the United States of Money, subject, Jack Abramoff]
Generated description
Jack Abramoff is a former American lobbyist and businessman best known for his central role in a major Washington corruption scandal involving influence peddling, fraud, and the exploitation of Native American tribes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jack Abramoff
Target entity description: Jack Abramoff is a former American lobbyist and businessman best known for his central role in a major Washington corruption scandal involving influence peddling, fraud, and the exploitation of Native American tribes.
  • A. Mark Whitacre
    Mark Whitacre is a real-life American whistleblower and former corporate executive whose story of exposing price-fixing at Archer Daniels Midland was dramatized in the film "The Informant!".
  • B. Robert Mercer
    Robert Mercer is an American computer scientist, hedge fund billionaire, and influential conservative political donor known for his role in Renaissance Technologies and funding right-wing causes.
  • C. Tom DeLay
    Tom DeLay is a former Republican House Majority Leader from Texas known for his influential role in Congress and subsequent legal and ethical controversies.
  • D. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • E. Porter Goss
    Porter Goss is an American politician and former CIA officer who served as Director of the Central Intelligence Agency and as a U.S. Representative from Florida.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e5b7b48190878be271840c265b completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da26a308190bf86ed1edbe8d57e completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd71ef47848190bf10dbedb72304e6 completed May 8, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd729c87dc81909d9149928c70cb00 completed May 8, 2026, 5:20 a.m.
Created at: April 10, 2026, 1:21 a.m.