Triple

T17184917
Position Surface form Disambiguated ID Type / Status
Subject Ministry E417078 entity
Predicate hasFormerMember P1168 FINISHED
Object Paul Barker
Paul Barker is a musician best known as the longtime bassist and producer for the industrial metal band Ministry.
E1256285 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: Paul Barker | Statement: [Ministry, hasFormerMember, Paul Barker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Barker
Context triple: [Ministry, hasFormerMember, Paul Barker]
  • A. Pat Barnes
    Pat Barnes is a former American football quarterback best known for his play in NFL Europe with the Frankfurt Galaxy and his brief stints in the NFL.
  • B. Larry Baker
    Larry Baker is the heroic protagonist of the 1932 film serial "The Hurricane Express," known for battling saboteurs to protect a railroad line and avenge his father's death.
  • C. Bill Nunn
    Bill Nunn was a pioneering NFL scout and journalist renowned for helping transform the Pittsburgh Steelers into a dynasty by recruiting standout talent from historically Black colleges and universities.
  • D. Bill Nunn
    Bill Nunn was an American character actor best known for his memorable supporting roles in films like "Do the Right Thing" and the "Spider-Man" trilogy.
  • E. John Buckner
    John Buckner is a relatively obscure individual whose primary current distinction is simply being noted as a bearer of the Buckner surname.
  • 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: Paul Barker
Triple: [Ministry, hasFormerMember, Paul Barker]
Generated description
Paul Barker is a musician best known as the longtime bassist and producer for the industrial metal band Ministry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Barker
Target entity description: Paul Barker is a musician best known as the longtime bassist and producer for the industrial metal band Ministry.
  • A. Pat Barnes
    Pat Barnes is a former American football quarterback best known for his play in NFL Europe with the Frankfurt Galaxy and his brief stints in the NFL.
  • B. Larry Baker
    Larry Baker is the heroic protagonist of the 1932 film serial "The Hurricane Express," known for battling saboteurs to protect a railroad line and avenge his father's death.
  • C. Bill Nunn
    Bill Nunn was a pioneering NFL scout and journalist renowned for helping transform the Pittsburgh Steelers into a dynasty by recruiting standout talent from historically Black colleges and universities.
  • D. Bill Nunn
    Bill Nunn was an American character actor best known for his memorable supporting roles in films like "Do the Right Thing" and the "Spider-Man" trilogy.
  • E. John Buckner
    John Buckner is a relatively obscure individual whose primary current distinction is simply being noted as a bearer of the Buckner surname.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42d9556c881908ccaee4ef77dbe1f completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fcc424081908a7e74df0523443e completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a016184e0c0819099320b32bc471cad completed May 11, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0162692420819097b99a71ec470861 completed May 11, 2026, 5 a.m.
Created at: April 10, 2026, 5:37 a.m.