Triple

T20124066
Position Surface form Disambiguated ID Type / Status
Subject F.Y.P E490697 entity
Predicate hasMember P10 FINISHED
Object Matt Hart
Matt Hart is a musician best known as a member of the Southern California punk rock band F.Y.P (Five Year Plan).
 E497457 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: Matt Hart | Statement: [F.Y.P, hasMember, Matt Hart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matt Hart
Context triple: [F.Y.P, hasMember, Matt Hart]
  • A. Matt Hart
    Matt Hart is a musician best known as a member of the punk rock band Squirtgun.
  • B. Eric Wareheim
    Eric Wareheim is an American comedian, actor, writer, director, and one half of the surreal comedy duo Tim & Eric, known for their offbeat television series and experimental humor.
  • C. Patrick McHale
    Patrick McHale is an American animator, writer, and director best known as the creator of the animated miniseries "Over the Garden Wall" and for his work on various acclaimed animated projects.
  • D. Adam Semple
    Adam Semple is a relatively obscure individual whose name is notably recorded as a bearer of the Semple surname.
  • E. Josh Hager
    Josh Hager is an American musician and multi-instrumentalist best known as a later-era member of the new wave band Devo.
  • 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: Matt Hart
Triple: [F.Y.P, hasMember, Matt Hart]
Generated description
Matt Hart is a musician best known as a member of the Southern California punk rock band F.Y.P (Five Year Plan).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matt Hart
Target entity description: Matt Hart is a musician best known as a member of the Southern California punk rock band F.Y.P (Five Year Plan).
  • A. Matt Hart chosen
    Matt Hart is a musician best known as a member of the punk rock band Squirtgun.
  • B. Eric Wareheim
    Eric Wareheim is an American comedian, actor, writer, director, and one half of the surreal comedy duo Tim & Eric, known for their offbeat television series and experimental humor.
  • C. Patrick McHale
    Patrick McHale is an American animator, writer, and director best known as the creator of the animated miniseries "Over the Garden Wall" and for his work on various acclaimed animated projects.
  • D. Adam Semple
    Adam Semple is a relatively obscure individual whose name is notably recorded as a bearer of the Semple surname.
  • E. Josh Hager
    Josh Hager is an American musician and multi-instrumentalist best known as a later-era member of the new wave band Devo.
  • F. None of above.

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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e6674054188190a15d55a73e86d143 completed April 20, 2026, 5:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082dd7d19481908fed99f3c37b91bf completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082f03be608190a68d27656d33fe5e completed May 16, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_6a082faf0ca48190a498079bda6fb96f completed May 16, 2026, 8:49 a.m.
Created at: April 11, 2026, 11:30 p.m.