Triple

T18401097
Position Surface form Disambiguated ID Type / Status
Subject The Man from Hong Kong E449996 entity
Predicate screenwriter P2831 FINISHED
Object Michael Stokes
Michael Stokes is a screenwriter best known for his work on action and genre films, including contributions to international co-productions.
E1353587 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: Michael Stokes | Statement: [The Man from Hong Kong, screenwriter, Michael Stokes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Stokes
Context triple: [The Man from Hong Kong, screenwriter, Michael Stokes]
  • A. Michael Staines
    Michael Staines was an Irish revolutionary and politician who became the inaugural head of Ireland’s national police force, the Garda Síochána, during the early years of the Irish Free State.
  • B. Jonathan Stokes
    Jonathan Stokes was an 18th-century English physician and botanist associated with the influential Lunar Society of Birmingham.
  • C. Ben Stevens
    Ben Stevens is a fictional character from the television series "Zapped," a British fantasy-comedy about a man transported to a bizarre parallel world.
  • D. Ben Stevens
    Ben Stevens is an American lawyer and former Alaska state senator, best known as the son of longtime U.S. Senator Ted Stevens.
  • E. Phil Stacey
    Phil Stacey is an American country and Christian music singer who gained national recognition as a finalist on the sixth season of American Idol.
  • 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: Michael Stokes
Triple: [The Man from Hong Kong, screenwriter, Michael Stokes]
Generated description
Michael Stokes is a screenwriter best known for his work on action and genre films, including contributions to international co-productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Stokes
Target entity description: Michael Stokes is a screenwriter best known for his work on action and genre films, including contributions to international co-productions.
  • A. Michael Staines
    Michael Staines was an Irish revolutionary and politician who became the inaugural head of Ireland’s national police force, the Garda Síochána, during the early years of the Irish Free State.
  • B. Jonathan Stokes
    Jonathan Stokes was an 18th-century English physician and botanist associated with the influential Lunar Society of Birmingham.
  • C. Ben Stevens
    Ben Stevens is a fictional character from the television series "Zapped," a British fantasy-comedy about a man transported to a bizarre parallel world.
  • D. Ben Stevens
    Ben Stevens is an American lawyer and former Alaska state senator, best known as the son of longtime U.S. Senator Ted Stevens.
  • E. Phil Stacey
    Phil Stacey is an American country and Christian music singer who gained national recognition as a finalist on the sixth season of American Idol.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e5195185b08190bd3b5471cdc047b0 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05b43d9f488190bbe1025ea922672f completed May 14, 2026, 11:38 a.m.
NEDg Description generation batch_6a05b5cbfec88190b0d3119812cbd90f completed May 14, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a05b6227a808190b8567ce852d68944 completed May 14, 2026, 11:46 a.m.
Created at: April 10, 2026, 10:46 a.m.