Triple

T9579338
Position Surface form Disambiguated ID Type / Status
Subject Big Fat Liar E231128 entity
Predicate characterPortrayed P1507 FINISHED
Object Paul Giamatti as Marty Wolf
Paul Giamatti as Marty Wolf refers to the over-the-top, scheming Hollywood producer antagonist he portrays in the family comedy film "Big Fat Liar."
E809363 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: Paul Giamatti as Marty Wolf | Statement: [Big Fat Liar, characterPortrayed, Paul Giamatti as Marty Wolf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Giamatti as Marty Wolf
Context triple: [Big Fat Liar, characterPortrayed, Paul Giamatti as Marty Wolf]
  • A. Philip Seymour Hoffman as Paul Zara
    Philip Seymour Hoffman as Paul Zara refers to Hoffman's portrayal of the seasoned, hard-nosed campaign manager in the 2011 political drama film "The Ides of March."
  • B. Bradley Cooper as Adam Jones
    Bradley Cooper as Adam Jones portrays a brilliant but volatile chef seeking redemption and a third Michelin star in the culinary drama film "Burnt."
  • C. Bill Murray as Vincent MacKenna
    Bill Murray as Vincent MacKenna is the central character in the film "St. Vincent," a gruff, hard-drinking, and unexpectedly compassionate neighbor whose unlikely friendship with a young boy reveals his hidden depth and humanity.
  • D. Philip Seymour Hoffman as Freddie Miles
    Philip Seymour Hoffman as Freddie Miles is the brash, suspicious socialite whose confrontations with Tom Ripley add tension and menace to the psychological thriller "The Talented Mr. Ripley."
  • E. Bradley Cooper as Pat Solitano
    Bradley Cooper as Pat Solitano is the intense, emotionally volatile former teacher struggling with bipolar disorder whose journey toward stability and unexpected romance drives the film’s narrative.
  • 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: Paul Giamatti as Marty Wolf
Triple: [Big Fat Liar, characterPortrayed, Paul Giamatti as Marty Wolf]
Generated description
Paul Giamatti as Marty Wolf refers to the over-the-top, scheming Hollywood producer antagonist he portrays in the family comedy film "Big Fat Liar."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Giamatti as Marty Wolf
Target entity description: Paul Giamatti as Marty Wolf refers to the over-the-top, scheming Hollywood producer antagonist he portrays in the family comedy film "Big Fat Liar."
  • A. Philip Seymour Hoffman as Paul Zara
    Philip Seymour Hoffman as Paul Zara refers to Hoffman's portrayal of the seasoned, hard-nosed campaign manager in the 2011 political drama film "The Ides of March."
  • B. Bradley Cooper as Adam Jones
    Bradley Cooper as Adam Jones portrays a brilliant but volatile chef seeking redemption and a third Michelin star in the culinary drama film "Burnt."
  • C. Bill Murray as Vincent MacKenna
    Bill Murray as Vincent MacKenna is the central character in the film "St. Vincent," a gruff, hard-drinking, and unexpectedly compassionate neighbor whose unlikely friendship with a young boy reveals his hidden depth and humanity.
  • D. Philip Seymour Hoffman as Freddie Miles
    Philip Seymour Hoffman as Freddie Miles is the brash, suspicious socialite whose confrontations with Tom Ripley add tension and menace to the psychological thriller "The Talented Mr. Ripley."
  • E. Bradley Cooper as Pat Solitano
    Bradley Cooper as Pat Solitano is the intense, emotionally volatile former teacher struggling with bipolar disorder whose journey toward stability and unexpected romance drives the film’s narrative.
  • 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_69ca848091c48190bc313d6620d09555 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99aece1081908287e03106de020f completed April 1, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1615d093c8190940037e9e0842db5 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161e6a1308190932c8386e1c24f2e completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d165a8c80081909e4d0837cbaabf95 completed April 4, 2026, 7:25 p.m.
Created at: March 30, 2026, 8:05 p.m.