Triple

T2274429
Position Surface form Disambiguated ID Type / Status
Subject The Italian Job (2003 film) E50735 entity
Predicate mainCharacter P1183 FINISHED
Object Steve Frazelli
Steve Frazelli is the primary antagonist in the 2003 heist film "The Italian Job," a duplicitous thief who betrays his crew to steal their gold.
E270170 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: Steve Frazelli | Statement: [The Italian Job (2003 film), mainCharacter, Steve Frazelli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steve Frazelli
Context triple: [The Italian Job (2003 film), mainCharacter, Steve Frazelli]
  • A. Mike Gaffey
    Mike Gaffey is a songwriter best known for co-writing the track "RITMO (Bad Boys for Life)."
  • B. Jim Fregosi
    Jim Fregosi was an American Major League Baseball shortstop and manager, best known for his All-Star playing career with the Los Angeles/California Angels and later managing teams such as the Philadelphia Phillies.
  • C. Jeffrey Fuller
    Jeffrey Fuller is known primarily as the son of prominent American lawyer, feminist, and civil liberties advocate Crystal Eastman.
  • D. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • E. Todd Fisher
    Todd Fisher is an American producer, director, cinematographer, and the son of entertainers Debbie Reynolds and Eddie Fisher.
  • 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: Steve Frazelli
Triple: [The Italian Job (2003 film), mainCharacter, Steve Frazelli]
Generated description
Steve Frazelli is the primary antagonist in the 2003 heist film "The Italian Job," a duplicitous thief who betrays his crew to steal their gold.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steve Frazelli
Target entity description: Steve Frazelli is the primary antagonist in the 2003 heist film "The Italian Job," a duplicitous thief who betrays his crew to steal their gold.
  • A. Mike Gaffey
    Mike Gaffey is a songwriter best known for co-writing the track "RITMO (Bad Boys for Life)."
  • B. Jim Fregosi
    Jim Fregosi was an American Major League Baseball shortstop and manager, best known for his All-Star playing career with the Los Angeles/California Angels and later managing teams such as the Philadelphia Phillies.
  • C. Jeffrey Fuller
    Jeffrey Fuller is known primarily as the son of prominent American lawyer, feminist, and civil liberties advocate Crystal Eastman.
  • D. Greg Finton
    Greg Finton is a film editor known for his work on documentaries and feature films, including the acclaimed documentary "He Named Me Malala."
  • E. Todd Fisher
    Todd Fisher is an American producer, director, cinematographer, and the son of entertainers Debbie Reynolds and Eddie Fisher.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ea6cc88190982527774223127f completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17695e6481908bb7e4848a5ffc09 completed March 9, 2026, 6:54 p.m.
NEDg Description generation batch_69af1a0749148190bb23911440a8ee1e completed March 9, 2026, 7:05 p.m.
NED2 Entity disambiguation (via description) batch_69af1a6c684481909458c26e18f0cf3a completed March 9, 2026, 7:07 p.m.
Created at: March 4, 2026, 7:48 p.m.