Triple

T5349997
Position Surface form Disambiguated ID Type / Status
Subject Head Hunters E124151 entity
Predicate featuresMusician P20942 FINISHED
Object Bill Summers
Bill Summers is an American percussionist best known for his innovative work in jazz, funk, and fusion, including his influential role in Herbie Hancock’s Headhunters band.
 E513778 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: Bill Summers | Statement: [Head Hunters, featuresMusician, Bill Summers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bill Summers
Context triple: [Head Hunters, featuresMusician, Bill Summers]
  • A. Robert Summers
    Robert Summers is an American artist and sculptor best known for creating large-scale bronze monuments and public artworks.
  • B. Ken Waller
    Ken Waller is an American bodybuilder best known for his appearances in the 1970s bodybuilding scene and his prominent role in the documentary film "Pumping Iron."
  • C. Don Galloway
    Don Galloway was an American actor best known for his role as Detective Sergeant Ed Brown on the television series "Ironside."
  • D. Cliff Clavin
    Cliff Clavin is a know-it-all, trivia-obsessed mailman and bar regular on the sitcom "Cheers," known for his long-winded, often dubious explanations.
  • E. Martin Colbert
    Martin Colbert is a fictional character in Willa Cather’s novel "Sapphira and the Slave Girl," involved in the complex social and moral dynamics of antebellum Virginia.
  • 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: Bill Summers
Triple: [Head Hunters, featuresMusician, Bill Summers]
Generated description
Bill Summers is an American percussionist best known for his innovative work in jazz, funk, and fusion, including his influential role in Herbie Hancock’s Headhunters band.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bill Summers
Target entity description: Bill Summers is an American percussionist best known for his innovative work in jazz, funk, and fusion, including his influential role in Herbie Hancock’s Headhunters band.
  • A. Robert Summers
    Robert Summers is an American artist and sculptor best known for creating large-scale bronze monuments and public artworks.
  • B. Ken Waller
    Ken Waller is an American bodybuilder best known for his appearances in the 1970s bodybuilding scene and his prominent role in the documentary film "Pumping Iron."
  • C. Don Galloway
    Don Galloway was an American actor best known for his role as Detective Sergeant Ed Brown on the television series "Ironside."
  • D. Cliff Clavin
    Cliff Clavin is a know-it-all, trivia-obsessed mailman and bar regular on the sitcom "Cheers," known for his long-winded, often dubious explanations.
  • E. Martin Colbert
    Martin Colbert is a fictional character in Willa Cather’s novel "Sapphira and the Slave Girl," involved in the complex social and moral dynamics of antebellum Virginia.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd860fe4048190846a933d0e1b9386 completed March 20, 2026, 5:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21d0d4d08190a33c86553d2012fa completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf232d7a888190878f7a3ce769dd83 completed March 21, 2026, 11:01 p.m.
NED2 Entity disambiguation (via description) batch_69bf23c3ad9c8190b84a31a4b8fe8fca completed March 21, 2026, 11:03 p.m.
Created at: March 20, 2026, 2:01 p.m.