Triple

T15345019
Position Surface form Disambiguated ID Type / Status
Subject Stereolab E366893 entity
Predicate hasFormerMember P1168 FINISHED
Object Andy Ramsay
Andy Ramsay is a British drummer and producer best known for his long-time work with the avant-pop band Stereolab.
E1152398 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: Andy Ramsay | Statement: [Stereolab, hasFormerMember, Andy Ramsay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Ramsay
Context triple: [Stereolab, hasFormerMember, Andy Ramsay]
  • A. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • B. Paul Blackthorne
    Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
  • C. Gary Harkness
    Gary Harkness is the introspective college football player and narrator of Don DeLillo’s novel "End Zone," through whom themes of war, language, and existential anxiety are explored.
  • D. Andy Starke
    Andy Starke is a British film producer known for his work on distinctive independent and genre films, including projects with the production company Rook Films.
  • E. Mark Lucraft
    Mark Lucraft is a senior British judge who serves in one of the most prominent judicial roles in the City of London.
  • 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: Andy Ramsay
Triple: [Stereolab, hasFormerMember, Andy Ramsay]
Generated description
Andy Ramsay is a British drummer and producer best known for his long-time work with the avant-pop band Stereolab.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Ramsay
Target entity description: Andy Ramsay is a British drummer and producer best known for his long-time work with the avant-pop band Stereolab.
  • A. Jeremy Carver
    Jeremy Carver is a television writer and producer best known for his work on genre series such as Supernatural and for serving as showrunner on DC's Doom Patrol.
  • B. Paul Blackthorne
    Paul Blackthorne is a British actor best known for his role as Detective Quentin Lance on the television series "Arrow."
  • C. Gary Harkness
    Gary Harkness is the introspective college football player and narrator of Don DeLillo’s novel "End Zone," through whom themes of war, language, and existential anxiety are explored.
  • D. Andy Starke
    Andy Starke is a British film producer known for his work on distinctive independent and genre films, including projects with the production company Rook Films.
  • E. Mark Lucraft
    Mark Lucraft is a senior British judge who serves in one of the most prominent judicial roles in the City of London.
  • 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_69d85a1355608190a6673ddb67231d54 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e163a3c8190ab933411372c1573 completed April 16, 2026, 1:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b41f130819082ea69ea535468ce completed May 9, 2026, 10:24 a.m.
NEDg Description generation batch_69ff0be534d08190be25b033ce0de6ce completed May 9, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69ff0c3e7b848190942cfa9d4b7bbd4c completed May 9, 2026, 10:28 a.m.
Created at: April 10, 2026, 3:17 a.m.