Triple

T22013203
Position Surface form Disambiguated ID Type / Status
Subject The Hi-Fives E543629 entity
Predicate hasFormerMember P1168 FINISHED
Object Matt Hart
Matt Hart is a musician best known for his past role as a member of the pop-punk band The Hi-Fives.
E1514488 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: [The Hi-Fives, hasFormerMember, Matt Hart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matt Hart
Context triple: [The Hi-Fives, hasFormerMember, 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: [The Hi-Fives, hasFormerMember, Matt Hart]
Generated description
Matt Hart is a musician best known for his past role as a member of the pop-punk band The Hi-Fives.
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 for his past role as a member of the pop-punk band The Hi-Fives.
  • 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

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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a5e624819082ed5beeb4bc82fa completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a737b547481908e9ac94f15149432 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a7516835c8190be60bd61f67307c6 completed May 18, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75cbb2408190b058713432b048a2 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:22 p.m.