Triple

T8851151
Position Surface form Disambiguated ID Type / Status
Subject Bowling Green State University E210639 entity
Predicate hasAlumni P51 FINISHED
Object James A. Traficant
James A. Traficant was an American politician and longtime Democratic congressman from Ohio known for his populist style, controversial statements, and eventual conviction on corruption charges.
E763521 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: James A. Traficant | Statement: [Bowling Green State University, hasAlumni, James A. Traficant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James A. Traficant
Context triple: [Bowling Green State University, hasAlumni, James A. Traficant]
  • A. Vito Fossella
    Vito Fossella is an American Republican politician and former U.S. Representative from New York who later became a prominent local leader in Staten Island.
  • B. John Martorano
    John Martorano is a former Boston mob hitman known for confessing to dozens of murders while working with the Winter Hill Gang and later testifying against his former associates.
  • C. Joe Klecko
    Joe Klecko is a former American football defensive lineman best known as a dominant member of the New York Jets' famed "New York Sack Exchange" and a Pro Football Hall of Famer.
  • D. Angelo Foley
    Angelo Foley is a music producer known for his work on contemporary French projects such as the album "Une enfant du siècle."
  • E. Joseph Ianniello
    Joseph Ianniello is an American media executive best known for serving as president and acting CEO of CBS Corporation.
  • 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: James A. Traficant
Triple: [Bowling Green State University, hasAlumni, James A. Traficant]
Generated description
James A. Traficant was an American politician and longtime Democratic congressman from Ohio known for his populist style, controversial statements, and eventual conviction on corruption charges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James A. Traficant
Target entity description: James A. Traficant was an American politician and longtime Democratic congressman from Ohio known for his populist style, controversial statements, and eventual conviction on corruption charges.
  • A. Vito Fossella
    Vito Fossella is an American Republican politician and former U.S. Representative from New York who later became a prominent local leader in Staten Island.
  • B. John Martorano
    John Martorano is a former Boston mob hitman known for confessing to dozens of murders while working with the Winter Hill Gang and later testifying against his former associates.
  • C. Joe Klecko
    Joe Klecko is a former American football defensive lineman best known as a dominant member of the New York Jets' famed "New York Sack Exchange" and a Pro Football Hall of Famer.
  • D. Angelo Foley
    Angelo Foley is a music producer known for his work on contemporary French projects such as the album "Une enfant du siècle."
  • E. Joseph Ianniello
    Joseph Ianniello is an American media executive best known for serving as president and acting CEO of CBS Corporation.
  • 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_69ca838a424c8190b1ecac115c2927e7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc60c2300c819097b1ca6ebe2f749a completed April 1, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa08315fc8190b901adfc76348e18 completed April 3, 2026, 11:12 a.m.
NEDg Description generation batch_69cfa2a53044819099aa7bb401cd4ba6 completed April 3, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69cfa3a03b7c819085fa31d853c79392 completed April 3, 2026, 11:25 a.m.
Created at: March 30, 2026, 6:49 p.m.