Triple

T19833132
Position Surface form Disambiguated ID Type / Status
Subject The Happytime Murders E476511 entity
Predicate producer P490 FINISHED
Object Jeffrey Hayes NE NERFINISHED

How this triple was built (3 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: Jeffrey Hayes | Statement: [The Happytime Murders, producer, Jeffrey Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jeffrey Hayes
Context triple: [The Happytime Murders, producer, Jeffrey Hayes]
  • A. Jeffrey Hayden
    Jeffrey Hayden was an American television and film director known for his extensive work in mid-20th-century TV dramas and variety shows.
  • B. Jeffrey Heath
    Jeffrey Heath is a linguist renowned for his extensive fieldwork and documentation of Dogon and other African languages.
  • C. Jeffrey DeMunn
    Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
  • D. Jeffrey Himes
    Jeffrey Himes is a musician best known for having been a past member of the indie rock band Okkervil River.
  • E. Jeffrey Phillips
    Jeffrey Phillips is known primarily as the son of musician and The Mamas & the Papas member John Phillips.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jeffrey Hayes
Target entity description: Jeffrey Hayes is a film and television producer known for his work on projects such as the adult puppet comedy "The Happytime Murders."
  • A. Jeffrey Hayden
    Jeffrey Hayden was an American television and film director known for his extensive work in mid-20th-century TV dramas and variety shows.
  • B. Jeffrey Heath
    Jeffrey Heath is a linguist renowned for his extensive fieldwork and documentation of Dogon and other African languages.
  • C. Jeffrey DeMunn
    Jeffrey DeMunn is an American character actor known for his frequent collaborations with director Frank Darabont in films like The Shawshank Redemption, The Green Mile, and The Mist, as well as for his role as Dale Horvath on the television series The Walking Dead.
  • D. Jeffrey Himes
    Jeffrey Himes is a musician best known for having been a past member of the indie rock band Okkervil River.
  • E. Jeffrey Phillips
    Jeffrey Phillips is known primarily as the son of musician and The Mamas & the Papas member John Phillips.
  • F. None of above. chosen

Provenance (2 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_69d8e51c7c188190b926f3a2a7b5f881 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e656cf7e488190b4be28b5e7b363bf completed April 20, 2026, 4:39 p.m.
Created at: April 10, 2026, 1:50 p.m.