Triple

T5201326
Position Surface form Disambiguated ID Type / Status
Subject Darling Companion E117398 entity
Predicate cinematographyBy P1953 FINISHED
Object Michael McDonough
Michael McDonough is a cinematographer known for his work on independent and feature films, including the drama "Darling Companion."
E527332 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 McDonough | Statement: [Darling Companion, cinematographyBy, Michael McDonough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael McDonough
Context triple: [Darling Companion, cinematographyBy, Michael McDonough]
  • A. Michael Dougherty
    Michael Dougherty is an American filmmaker and screenwriter best known for genre films like Trick 'r Treat and Krampus and for directing the MonsterVerse installment Godzilla: King of the Monsters.
  • B. Rob McKenna
    Rob McKenna is an American attorney and politician best known for serving as the Attorney General of Washington State.
  • C. Rob McKenna
    Rob McKenna is a perpetually rain-plagued lorry driver in Douglas Adams' "So Long, and Thanks for All the Fish," humorously revealed to be a Rain God unknowingly worshipped by clouds.
  • D. Chris McDermott
    Chris McDermott is a notable individual whose surname, McDermott, is recognized in association with his name.
  • E. John McDonough
    John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
  • 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 McDonough
Triple: [Darling Companion, cinematographyBy, Michael McDonough]
Generated description
Michael McDonough is a cinematographer known for his work on independent and feature films, including the drama "Darling Companion."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael McDonough
Target entity description: Michael McDonough is a cinematographer known for his work on independent and feature films, including the drama "Darling Companion."
  • A. Michael Dougherty
    Michael Dougherty is an American filmmaker and screenwriter best known for genre films like Trick 'r Treat and Krampus and for directing the MonsterVerse installment Godzilla: King of the Monsters.
  • B. Rob McKenna
    Rob McKenna is an American attorney and politician best known for serving as the Attorney General of Washington State.
  • C. Rob McKenna
    Rob McKenna is a perpetually rain-plagued lorry driver in Douglas Adams' "So Long, and Thanks for All the Fish," humorously revealed to be a Rain God unknowingly worshipped by clouds.
  • D. Chris McDermott
    Chris McDermott is a notable individual whose surname, McDermott, is recognized in association with his name.
  • E. John McDonough
    John McDonough was an American football official best known for serving as the referee in Super Bowl IV.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a228e2c81908bfbd48ed9f2cd5e completed March 20, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfe323ed188190ad52dec581218e07 completed March 22, 2026, 12:40 p.m.
NEDg Description generation batch_69bfe4442f0c8190a5a02d225067125e completed March 22, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69bfe4c8991c819090db72e70f383195 completed March 22, 2026, 12:47 p.m.
Created at: March 20, 2026, 1:47 p.m.