Triple

T5081085
Position Surface form Disambiguated ID Type / Status
Subject Lookout! Records E114510 entity
Predicate foundedBy P104 FINISHED
Object David Hayes
David Hayes is an American music industry figure best known as the co-founder of the influential punk label Lookout! Records.
 E493669 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: David Hayes | Statement: [Lookout! Records, foundedBy, David Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Hayes
Context triple: [Lookout! Records, foundedBy, David Hayes]
  • A. John Michael Hayes
    John Michael Hayes was an American screenwriter best known for his collaborations with Alfred Hitchcock, including writing the screenplay for "Rear Window."
  • B. John Henshaw
    John Henshaw is a British actor known for his character roles in film and television, including a prominent part in the Ken Loach-directed film "Looking for Eric."
  • C. John R. Hayes
    John R. Hayes is a cognitive psychologist and researcher known for his work on problem solving, creativity, and writing processes, often in collaboration with Herbert A. Simon.
  • D. Gregory J. Hayes
    Gregory J. Hayes is an American business executive best known for leading major aerospace and defense companies, including serving as CEO of RTX (formerly Raytheon Technologies).
  • E. Richard Hodges
    Richard Hodges is the former director of the Ohio Department of Health who was a named respondent in the landmark U.S. Supreme Court same-sex marriage case Obergefell v. Hodges.
  • 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: David Hayes
Triple: [Lookout! Records, foundedBy, David Hayes]
Generated description
David Hayes is an American music industry figure best known as the co-founder of the influential punk label Lookout! Records.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Hayes
Target entity description: David Hayes is an American music industry figure best known as the co-founder of the influential punk label Lookout! Records.
  • A. John Michael Hayes
    John Michael Hayes was an American screenwriter best known for his collaborations with Alfred Hitchcock, including writing the screenplay for "Rear Window."
  • B. John Henshaw
    John Henshaw is a British actor known for his character roles in film and television, including a prominent part in the Ken Loach-directed film "Looking for Eric."
  • C. John R. Hayes
    John R. Hayes is a cognitive psychologist and researcher known for his work on problem solving, creativity, and writing processes, often in collaboration with Herbert A. Simon.
  • D. Gregory J. Hayes
    Gregory J. Hayes is an American business executive best known for leading major aerospace and defense companies, including serving as CEO of RTX (formerly Raytheon Technologies).
  • E. Richard Hodges
    Richard Hodges is the former director of the Ohio Department of Health who was a named respondent in the landmark U.S. Supreme Court same-sex marriage case Obergefell v. Hodges.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74f9d9848190919aad6cfe14f1cf completed March 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba6f3eb48190b544bf743829cb0c completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebbf5c968819093aaca8a09b2ea14 completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebc8e25e08190bad1791a97b6482d completed March 21, 2026, 3:43 p.m.
Created at: March 20, 2026, 1:39 p.m.