Triple

T14509142
Position Surface form Disambiguated ID Type / Status
Subject Casino Jack and the United States of Money E340349 entity
Predicate features P997 FINISHED
Object Bob Ney
Bob Ney is a former U.S. congressman from Ohio best known for his involvement in the Jack Abramoff lobbying scandal, which led to his conviction on corruption charges.
E1105578 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: Bob Ney | Statement: [Casino Jack and the United States of Money, features, Bob Ney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bob Ney
Context triple: [Casino Jack and the United States of Money, features, Bob Ney]
  • A. Jim Sensenbrenner
    Jim Sensenbrenner is a long-serving Republican former U.S. Representative from Wisconsin known for his influential role in shaping major legislation on surveillance, civil liberties, and the judiciary.
  • B. Bob Sensenbrenner
    Bob Sensenbrenner is a member of the Sensenbrenner family, known primarily as the son of longtime Republican U.S. Congressman Jim Sensenbrenner.
  • C. Dan Burton
    Dan Burton is an American Republican politician who served as a U.S. Representative from Indiana and was known for his strong anti-Castro stance and conservative positions.
  • D. Charles Mathias
    Charles Mathias was a moderate Republican U.S. Senator from Maryland known for his independent stance on civil rights, opposition to the Vietnam War, and advocacy for government reform and oversight.
  • E. Dennis Hastert
    Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
  • 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: Bob Ney
Triple: [Casino Jack and the United States of Money, features, Bob Ney]
Generated description
Bob Ney is a former U.S. congressman from Ohio best known for his involvement in the Jack Abramoff lobbying scandal, which led to his conviction on corruption charges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bob Ney
Target entity description: Bob Ney is a former U.S. congressman from Ohio best known for his involvement in the Jack Abramoff lobbying scandal, which led to his conviction on corruption charges.
  • A. Jim Sensenbrenner
    Jim Sensenbrenner is a long-serving Republican former U.S. Representative from Wisconsin known for his influential role in shaping major legislation on surveillance, civil liberties, and the judiciary.
  • B. Bob Sensenbrenner
    Bob Sensenbrenner is a member of the Sensenbrenner family, known primarily as the son of longtime Republican U.S. Congressman Jim Sensenbrenner.
  • C. Dan Burton
    Dan Burton is an American Republican politician who served as a U.S. Representative from Indiana and was known for his strong anti-Castro stance and conservative positions.
  • D. Charles Mathias
    Charles Mathias was a moderate Republican U.S. Senator from Maryland known for his independent stance on civil rights, opposition to the Vietnam War, and advocacy for government reform and oversight.
  • E. Dennis Hastert
    Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
  • 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_69fd8aaeaf40819087fa0db989813e02 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8b5929c08190ae4596a23857ed06 completed May 8, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_69fd8beb5d608190b4825ccb0935f041 completed May 8, 2026, 7:08 a.m.
Created at: April 10, 2026, 1:21 a.m.