Triple

T12379723
Position Surface form Disambiguated ID Type / Status
Subject The Contours E295713 entity
Predicate originalMember P446 FINISHED
Object Billy Hoggs
Billy Hoggs is an American singer best known as one of the original members of the Motown vocal group The Contours.
E977477 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: Billy Hoggs | Statement: [The Contours, originalMember, Billy Hoggs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Hoggs
Context triple: [The Contours, originalMember, Billy Hoggs]
  • A. Ewen Bremner
    Ewen Bremner is a Scottish character actor best known for his role as Spud in the "Trainspotting" films and numerous supporting performances in British and Hollywood cinema.
  • B. Billy Connolly
    Billy Connolly is a Scottish comedian, actor, and musician renowned for his influential stand-up career and numerous film and television roles.
  • C. Stuart Murray
    Stuart Murray is a relatively common personal name shared by several notable individuals across fields such as politics, sports, and academia.
  • D. Rory Bremner
    Rory Bremner is a British impressionist, comedian, and satirist best known for his sharp political impressions and television work.
  • E. Colin Murray
    Colin Murray is a Northern Irish broadcaster and television presenter known for his work on British radio and TV quiz and sports programs.
  • 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: Billy Hoggs
Triple: [The Contours, originalMember, Billy Hoggs]
Generated description
Billy Hoggs is an American singer best known as one of the original members of the Motown vocal group The Contours.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Hoggs
Target entity description: Billy Hoggs is an American singer best known as one of the original members of the Motown vocal group The Contours.
  • A. Ewen Bremner
    Ewen Bremner is a Scottish character actor best known for his role as Spud in the "Trainspotting" films and numerous supporting performances in British and Hollywood cinema.
  • B. Billy Connolly
    Billy Connolly is a Scottish comedian, actor, and musician renowned for his influential stand-up career and numerous film and television roles.
  • C. Stuart Murray
    Stuart Murray is a relatively common personal name shared by several notable individuals across fields such as politics, sports, and academia.
  • D. Rory Bremner
    Rory Bremner is a British impressionist, comedian, and satirist best known for his sharp political impressions and television work.
  • E. Colin Murray
    Colin Murray is a Northern Irish broadcaster and television presenter known for his work on British radio and TV quiz and sports programs.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fb9eca48190aa6612ffc5ed0df2 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac5b46c81908d419e09f5629c37 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62c57a26081908d6903906f6e04f0 completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:54 p.m.