Triple

T9839710
Position Surface form Disambiguated ID Type / Status
Subject The Hard Way E239189 entity
Predicate portrays P264 FINISHED
Object James Woods as John Moss
James Woods as John Moss refers to Woods’s portrayal of a tough, streetwise New York City detective in the action-comedy film "The Hard Way."
E825467 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 Woods as John Moss | Statement: [The Hard Way, portrays, James Woods as John Moss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Woods as John Moss
Context triple: [The Hard Way, portrays, James Woods as John Moss]
  • A. Fred Ward as John Anglin
    Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
  • B. Stephen Root as Monroe Fuches
    Stephen Root as Monroe Fuches is a manipulative, self-serving handler and father-figure to the title character in the dark comedy crime series "Barry."
  • C. Tommy Lee Jones as Gene McClary
    Tommy Lee Jones as Gene McClary is the portrayal of a seasoned, morally conflicted corporate executive grappling with loyalty, layoffs, and personal integrity in the drama film "The Company Men."
  • D. Chris Cooper as Phil Woodward
    Chris Cooper as Phil Woodward is a portrayal of a seasoned, high-ranking corporate executive whose life unravels after a layoff in the drama film "The Company Men."
  • E. 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."
  • 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 Woods as John Moss
Triple: [The Hard Way, portrays, James Woods as John Moss]
Generated description
James Woods as John Moss refers to Woods’s portrayal of a tough, streetwise New York City detective in the action-comedy film "The Hard Way."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Woods as John Moss
Target entity description: James Woods as John Moss refers to Woods’s portrayal of a tough, streetwise New York City detective in the action-comedy film "The Hard Way."
  • A. Fred Ward as John Anglin
    Fred Ward as John Anglin is the actor’s portrayal of one of the real-life inmate escapees in the 1979 prison drama film "Escape from Alcatraz."
  • B. Stephen Root as Monroe Fuches
    Stephen Root as Monroe Fuches is a manipulative, self-serving handler and father-figure to the title character in the dark comedy crime series "Barry."
  • C. Tommy Lee Jones as Gene McClary
    Tommy Lee Jones as Gene McClary is the portrayal of a seasoned, morally conflicted corporate executive grappling with loyalty, layoffs, and personal integrity in the drama film "The Company Men."
  • D. Chris Cooper as Phil Woodward
    Chris Cooper as Phil Woodward is a portrayal of a seasoned, high-ranking corporate executive whose life unravels after a layoff in the drama film "The Company Men."
  • E. 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."
  • 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_69ca84e3f0c48190ada72a65ebd50efd completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb34b045481908f89abd576aab497 completed April 2, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1d5d5484c8190a78ccd0e9816ba51 completed April 5, 2026, 3:24 a.m.
NEDg Description generation batch_69d1d9c17a308190818dd21e7e53af9d completed April 5, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69d1da4ee3588190aa46d2eeffd0eabd completed April 5, 2026, 3:43 a.m.
Created at: March 30, 2026, 8:33 p.m.