Triple

T597496
Position Surface form Disambiguated ID Type / Status
Subject Triple Frontier E11418 entity
Predicate writer P1360 FINISHED
Object Mark Boal
Mark Boal is an American journalist, screenwriter, and producer best known for his Oscar-winning work on films like "The Hurt Locker" and "Zero Dark Thirty."
E76088 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: Mark Boal | Statement: [Triple Frontier, writer, Mark Boal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mark Boal
Context triple: [Triple Frontier, writer, Mark Boal]
  • A. J. C. Chandor
    J. C. Chandor is an American filmmaker known for writing and directing character-driven dramas and thrillers such as "Margin Call," "All Is Lost," and "A Most Violent Year."
  • B. David Michôd
    David Michôd is an Australian film director and screenwriter best known for his crime drama "Animal Kingdom" and dystopian thriller "The Rover."
  • C. Bill Condon
    Bill Condon is an American film director and screenwriter known for works such as "Gods and Monsters," "Dreamgirls," and Disney's live-action "Beauty and the Beast."
  • D. Dustin Lance Black
    Dustin Lance Black is an American screenwriter, director, and LGBT rights activist best known for his Oscar-winning screenplay for the film "Milk."
  • E. Ramin Bahrani
    Ramin Bahrani is an American film director and screenwriter known for his socially conscious, character-driven independent films such as "Man Push Cart," "Chop Shop," and "99 Homes."
  • 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: Mark Boal
Triple: [Triple Frontier, writer, Mark Boal]
Generated description
Mark Boal is an American journalist, screenwriter, and producer best known for his Oscar-winning work on films like "The Hurt Locker" and "Zero Dark Thirty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mark Boal
Target entity description: Mark Boal is an American journalist, screenwriter, and producer best known for his Oscar-winning work on films like "The Hurt Locker" and "Zero Dark Thirty."
  • A. J. C. Chandor
    J. C. Chandor is an American filmmaker known for writing and directing character-driven dramas and thrillers such as "Margin Call," "All Is Lost," and "A Most Violent Year."
  • B. David Michôd
    David Michôd is an Australian film director and screenwriter best known for his crime drama "Animal Kingdom" and dystopian thriller "The Rover."
  • C. Bill Condon
    Bill Condon is an American film director and screenwriter known for works such as "Gods and Monsters," "Dreamgirls," and Disney's live-action "Beauty and the Beast."
  • D. Dustin Lance Black
    Dustin Lance Black is an American screenwriter, director, and LGBT rights activist best known for his Oscar-winning screenplay for the film "Milk."
  • E. Ramin Bahrani
    Ramin Bahrani is an American film director and screenwriter known for his socially conscious, character-driven independent films such as "Man Push Cart," "Chop Shop," and "99 Homes."
  • 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d2b98d08190a1c1e8659efdfd75 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a529220bc4819087e9de129139b6ef completed March 2, 2026, 6:07 a.m.
NEDg Description generation batch_69a52a081d0881909b4d5f0a699509aa completed March 2, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69a52de03864819092878b952c053c15 completed March 2, 2026, 6:27 a.m.
Created at: March 1, 2026, 7:35 p.m.