Triple

T15310942
Position Surface form Disambiguated ID Type / Status
Subject The Escapist (2008 film) E366033 entity
Predicate writer P1360 FINISHED
Object Daniel Hardy
Daniel Hardy is a screenwriter best known for co-writing the 2008 British comedy film "The Escapist."
 E1150931 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: Daniel Hardy | Statement: [The Escapist (2008 film), writer, Daniel Hardy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daniel Hardy
Context triple: [The Escapist (2008 film), writer, Daniel Hardy]
  • A. David Harding
    David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
  • B. Ian Harwood
    Ian Harwood is a notable individual distinguished enough in his field or public life to be specifically recognized as a prominent bearer of the surname Harwood.
  • C. Alec Hardy
    Alec Hardy is a brooding, determined detective inspector best known as one of the central characters in the British crime drama series "Broadchurch."
  • D. Michael Harding
    Michael Harding is an Irish writer, playwright, and former priest known for his reflective memoirs, newspaper columns, and storytelling about rural Irish life and spirituality.
  • E. Jonathan Hardy
    Jonathan Hardy was an Australian actor, writer, and director best known for co-writing the acclaimed film "Breaker Morant" and for his extensive work in Australian theatre, film, and television.
  • 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: Daniel Hardy
Triple: [The Escapist (2008 film), writer, Daniel Hardy]
Generated description
Daniel Hardy is a screenwriter best known for co-writing the 2008 British comedy film "The Escapist."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daniel Hardy
Target entity description: Daniel Hardy is a screenwriter best known for co-writing the 2008 British comedy film "The Escapist."
  • A. David Harding
    David Harding is a British billionaire hedge fund manager and philanthropist, best known as the founder of the quantitative investment firm Winton Group.
  • B. Ian Harwood
    Ian Harwood is a notable individual distinguished enough in his field or public life to be specifically recognized as a prominent bearer of the surname Harwood.
  • C. Alec Hardy
    Alec Hardy is a brooding, determined detective inspector best known as one of the central characters in the British crime drama series "Broadchurch."
  • D. Michael Harding
    Michael Harding is an Irish writer, playwright, and former priest known for his reflective memoirs, newspaper columns, and storytelling about rural Irish life and spirituality.
  • E. Jonathan Hardy
    Jonathan Hardy was an Australian actor, writer, and director best known for co-writing the acclaimed film "Breaker Morant" and for his extensive work in Australian theatre, film, and television.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03cd176708190b0f6ba17aed92f8e completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff01e70a308190a7d6b91178c39bd3 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff02745d1c819099f6261eced78dd0 completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff031d58048190852dae8a18981d35 completed May 9, 2026, 9:49 a.m.
Created at: April 10, 2026, 3:16 a.m.