Triple

T2834430
Position Surface form Disambiguated ID Type / Status
Subject The Terminal E62315 entity
Predicate screenwriter P2831 FINISHED
Object Andrew Niccol
Andrew Niccol is a New Zealand-born filmmaker and screenwriter known for writing and directing high-concept, socially conscious science fiction films such as "Gattaca" and "In Time."
E302599 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: Andrew Niccol | Statement: [The Terminal, screenwriter, Andrew Niccol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew Niccol
Context triple: [The Terminal, screenwriter, Andrew Niccol]
  • A. Alex Proyas
    Alex Proyas is an Egyptian-born Australian film director known for visually stylized, genre-bending movies such as "The Crow" and "Dark City."
  • B. Paul Haggis
    Paul Haggis is a Canadian screenwriter, producer, and director best known for writing and directing the Academy Award–winning film "Crash" and co-writing "Million Dollar Baby."
  • C. Peter Hedges
    Peter Hedges is an American novelist, playwright, and filmmaker best known for writing the novel and screenplay for "What's Eating Gilbert Grape" and directing films such as "Pieces of April" and "Dan in Real Life."
  • D. Alan Burgess
    Alan Burgess was a British author and screenwriter best known for writing the book that inspired the film "The Inn of the Sixth Happiness."
  • E. Alex Garland
    Alex Garland is a British novelist, screenwriter, and filmmaker known for works like "The Beach," "Ex Machina," and "Annihilation," often exploring psychological and science fiction themes.
  • 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: Andrew Niccol
Triple: [The Terminal, screenwriter, Andrew Niccol]
Generated description
Andrew Niccol is a New Zealand-born filmmaker and screenwriter known for writing and directing high-concept, socially conscious science fiction films such as "Gattaca" and "In Time."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew Niccol
Target entity description: Andrew Niccol is a New Zealand-born filmmaker and screenwriter known for writing and directing high-concept, socially conscious science fiction films such as "Gattaca" and "In Time."
  • A. Alex Proyas
    Alex Proyas is an Egyptian-born Australian film director known for visually stylized, genre-bending movies such as "The Crow" and "Dark City."
  • B. Paul Haggis
    Paul Haggis is a Canadian screenwriter, producer, and director best known for writing and directing the Academy Award–winning film "Crash" and co-writing "Million Dollar Baby."
  • C. Peter Hedges
    Peter Hedges is an American novelist, playwright, and filmmaker best known for writing the novel and screenplay for "What's Eating Gilbert Grape" and directing films such as "Pieces of April" and "Dan in Real Life."
  • D. Alan Burgess
    Alan Burgess was a British author and screenwriter best known for writing the book that inspired the film "The Inn of the Sixth Happiness."
  • E. Alex Garland
    Alex Garland is a British novelist, screenwriter, and filmmaker known for works like "The Beach," "Ex Machina," and "Annihilation," often exploring psychological and science fiction themes.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdec18b808190aedae2ed11d53b15 completed March 7, 2026, 8:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8c45c548190ac67b94a845cc730 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afe9a000c4819085be1794bff0d506 completed March 10, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69b0010b0ddc8190b4bfb18448f88077 completed March 10, 2026, 11:31 a.m.
Created at: March 6, 2026, 10:01 p.m.