Triple

T20666893
Position Surface form Disambiguated ID Type / Status
Subject Agnostic Front E507915 entity
Predicate hasFormerMember P1168 FINISHED
Object Jim Byrne
Jim Byrne is a musician best known for having played in the influential New York hardcore punk band Agnostic Front.
 E1444627 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: Jim Byrne | Statement: [Agnostic Front, hasFormerMember, Jim Byrne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jim Byrne
Context triple: [Agnostic Front, hasFormerMember, Jim Byrne]
  • A. John Rizzo
    John Rizzo is the father of Mother Angelica, the American Poor Clare nun and founder of the Eternal Word Television Network (EWTN).
  • B. Joe Troy
    Joe Troy is an American musician best known as the former bassist and backing vocalist of the post-hardcore band Saosin.
  • C. Brian Leahy
    Brian Leahy is a relatively obscure individual whose primary distinguishing feature in this context is sharing the surname Leahy, with no widely recognized public profile or achievements readily identifiable.
  • D. Jack Dromey
    Jack Dromey was a British Labour Party politician and trade unionist who served as Member of Parliament for Birmingham Erdington from 2010 until his death in 2022.
  • E. Brian Bilello
    Brian Bilello is an American soccer executive best known for leading Major League Soccer’s New England Revolution as the club’s president.
  • 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: Jim Byrne
Triple: [Agnostic Front, hasFormerMember, Jim Byrne]
Generated description
Jim Byrne is a musician best known for having played in the influential New York hardcore punk band Agnostic Front.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jim Byrne
Target entity description: Jim Byrne is a musician best known for having played in the influential New York hardcore punk band Agnostic Front.
  • A. John Rizzo
    John Rizzo is the father of Mother Angelica, the American Poor Clare nun and founder of the Eternal Word Television Network (EWTN).
  • B. Joe Troy
    Joe Troy is an American musician best known as the former bassist and backing vocalist of the post-hardcore band Saosin.
  • C. Brian Leahy
    Brian Leahy is a relatively obscure individual whose primary distinguishing feature in this context is sharing the surname Leahy, with no widely recognized public profile or achievements readily identifiable.
  • D. Jack Dromey
    Jack Dromey was a British Labour Party politician and trade unionist who served as Member of Parliament for Birmingham Erdington from 2010 until his death in 2022.
  • E. Brian Bilello
    Brian Bilello is an American soccer executive best known for leading Major League Soccer’s New England Revolution as the club’s president.
  • 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_69e0b4c059bc81908ea762cd73ea4424 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b5c39dd48190965d65537592aef6 completed April 20, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd5fc3e081909087414333b2615e completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d175eefc8190a5178c0f70f7d79f completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d23e8ac48190be1726c8e4913b1a completed May 16, 2026, 8:23 p.m.
Created at: April 16, 2026, 11:44 a.m.