Triple

T16673241
Position Surface form Disambiguated ID Type / Status
Subject 88 Fingers Louie E405155 entity
Predicate hasMember P10 FINISHED
Object Denis Buckley
Denis Buckley is a musician best known as a member and vocalist of the Chicago punk rock band 88 Fingers Louie.
 E1264495 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: Denis Buckley | Statement: [88 Fingers Louie, hasMember, Denis Buckley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denis Buckley
Context triple: [88 Fingers Louie, hasMember, Denis Buckley]
  • A. David Buckley
    David Buckley is a British film and television composer known for scoring numerous Hollywood productions, including action and thriller films.
  • B. Paul Buckley
    Paul Buckley is a name shared by several notable individuals, including professionals in fields such as sports, academia, and the arts.
  • C. Stephen Buckley
    Stephen Buckley is a name shared by several notable individuals, including professionals in fields such as academia, sports, and the arts.
  • D. Denis Barnett
    Denis Barnett was a senior Royal Air Force officer who rose to high command during and after the Second World War.
  • E. Jonathan Buckley
    Jonathan Buckley is known as the son of American political satirist and novelist Christopher Buckley.
  • 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: Denis Buckley
Triple: [88 Fingers Louie, hasMember, Denis Buckley]
Generated description
Denis Buckley is a musician best known as a member and vocalist of the Chicago punk rock band 88 Fingers Louie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denis Buckley
Target entity description: Denis Buckley is a musician best known as a member and vocalist of the Chicago punk rock band 88 Fingers Louie.
  • A. David Buckley
    David Buckley is a British film and television composer known for scoring numerous Hollywood productions, including action and thriller films.
  • B. Paul Buckley
    Paul Buckley is a name shared by several notable individuals, including professionals in fields such as sports, academia, and the arts.
  • C. Stephen Buckley
    Stephen Buckley is a name shared by several notable individuals, including professionals in fields such as academia, sports, and the arts.
  • D. Denis Barnett
    Denis Barnett was a senior Royal Air Force officer who rose to high command during and after the Second World War.
  • E. Jonathan Buckley
    Jonathan Buckley is known as the son of American political satirist and novelist Christopher Buckley.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37ca276848190b7562d7cb88d21e0 completed April 18, 2026, 12:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01953eaa6c819091f7d63a1e3e7070 completed May 11, 2026, 8:37 a.m.
NEDg Description generation batch_6a019b79d7148190abf4b41f0c84c62e completed May 11, 2026, 9:03 a.m.
NED2 Entity disambiguation (via description) batch_6a019c1b60f08190a6469602751e3471 completed May 11, 2026, 9:06 a.m.
Created at: April 10, 2026, 5:19 a.m.