Triple

T11366546
Position Surface form Disambiguated ID Type / Status
Subject The Matchmaker’s Playbook E269220 entity
Predicate castMember P1668 FINISHED
Object Ian Hunter (character)
Ian Hunter is the charming and strategic male lead in "The Matchmaker’s Playbook," known for using his matchmaking skills and romantic savvy to help others find love.
 E921653 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: Ian Hunter (character) | Statement: [The Matchmaker’s Playbook, castMember, Ian Hunter (character)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ian Hunter (character)
Context triple: [The Matchmaker’s Playbook, castMember, Ian Hunter (character)]
  • A. Adam Hunter
    Adam Hunter is a playable vigilante ex-cop and skilled martial artist from Sega’s classic beat ’em up video game series Streets of Rage.
  • B. Frank Hunter
    Frank Hunter is a central character in Terence Rattigan’s play *The Browning Version*, a young schoolmaster whose affair with the headmaster’s wife exposes the emotional and moral tensions at the heart of the story.
  • C. Gerard Hunter
    Gerard Hunter is an Irish man best known as one of the Birmingham Six, a group wrongfully convicted and later exonerated for the 1974 Birmingham pub bombings in England.
  • D. Joe Hunter
    Joe Hunter was an American pianist and session musician best known as a founding member of Motown’s legendary house band, the Funk Brothers.
  • E. Paul Blackthorne
    Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
  • 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: Ian Hunter (character)
Triple: [The Matchmaker’s Playbook, castMember, Ian Hunter (character)]
Generated description
Ian Hunter is the charming and strategic male lead in "The Matchmaker’s Playbook," known for using his matchmaking skills and romantic savvy to help others find love.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ian Hunter (character)
Target entity description: Ian Hunter is the charming and strategic male lead in "The Matchmaker’s Playbook," known for using his matchmaking skills and romantic savvy to help others find love.
  • A. Adam Hunter
    Adam Hunter is a playable vigilante ex-cop and skilled martial artist from Sega’s classic beat ’em up video game series Streets of Rage.
  • B. Frank Hunter
    Frank Hunter is a central character in Terence Rattigan’s play *The Browning Version*, a young schoolmaster whose affair with the headmaster’s wife exposes the emotional and moral tensions at the heart of the story.
  • C. Gerard Hunter
    Gerard Hunter is an Irish man best known as one of the Birmingham Six, a group wrongfully convicted and later exonerated for the 1974 Birmingham pub bombings in England.
  • D. Joe Hunter
    Joe Hunter was an American pianist and session musician best known as a founding member of Motown’s legendary house band, the Funk Brothers.
  • E. Paul Blackthorne
    Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea88558c8190aa18881af51a7b96 completed April 9, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69e556718fc481908543ed4bc5fe3d6e completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.