Triple

T17746825
Position Surface form Disambiguated ID Type / Status
Subject Nerf Herder E443009 entity
Predicate hasFormerMember P1168 FINISHED
Object Dave Ehrlich
Dave Ehrlich is a musician best known as a former member of the pop-punk band Nerf Herder.
E1284763 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: Dave Ehrlich | Statement: [Nerf Herder, hasFormerMember, Dave Ehrlich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dave Ehrlich
Context triple: [Nerf Herder, hasFormerMember, Dave Ehrlich]
  • A. Kevin Turen
    Kevin Turen is an American film and television producer known for working on acclaimed independent projects and prestige series.
  • B. John Powers
    John Powers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to a single widely recognized figure.
  • C. Thomas Leitch
    Thomas Leitch is a scholar of film and literary adaptation studies, known for his influential work on how literature is transformed into cinema.
  • D. Kevin Crowe
    Kevin Crowe is a songwriter best known for co-writing the hit track "Young, Wild & Free."
  • E. Jay Wadley
    Jay Wadley is an American composer known for his evocative film scores and work on independent and arthouse cinema.
  • 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: Dave Ehrlich
Triple: [Nerf Herder, hasFormerMember, Dave Ehrlich]
Generated description
Dave Ehrlich is a musician best known as a former member of the pop-punk band Nerf Herder.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dave Ehrlich
Target entity description: Dave Ehrlich is a musician best known as a former member of the pop-punk band Nerf Herder.
  • A. Kevin Turen
    Kevin Turen is an American film and television producer known for working on acclaimed independent projects and prestige series.
  • B. John Powers
    John Powers is a relatively common personal name shared by multiple individuals across fields such as politics, sports, and the arts, rather than referring to a single widely recognized figure.
  • C. Thomas Leitch
    Thomas Leitch is a scholar of film and literary adaptation studies, known for his influential work on how literature is transformed into cinema.
  • D. Kevin Crowe
    Kevin Crowe is a songwriter best known for co-writing the hit track "Young, Wild & Free."
  • E. Jay Wadley
    Jay Wadley is an American composer known for his evocative film scores and work on independent and arthouse cinema.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad33160819093c9bbd3c8957314 completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a024300b5048190ba50198a7637441d completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a02449a76d8819099e72cd53f908255 completed May 11, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_6a024530b5dc8190a4776863cc01babf completed May 11, 2026, 9:08 p.m.
Created at: April 10, 2026, 10:09 a.m.