Triple

T4554172
Position Surface form Disambiguated ID Type / Status
Subject Bernard Edwards E120441 entity
Predicate notableWork P4 FINISHED
Object Let’s Dance (as producer and bassist on David Bowie’s album)
Let’s Dance is a 1983 David Bowie album whose distinctive funk-infused pop sound was shaped in part by Bernard Edwards’s work as producer and bassist.
E452191 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: Let’s Dance (as producer and bassist on David Bowie’s album) | Statement: [Bernard Edwards, notableWork, Let’s Dance (as producer and bassist on David Bowie’s album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Let’s Dance (as producer and bassist on David Bowie’s album)
Context triple: [Bernard Edwards, notableWork, Let’s Dance (as producer and bassist on David Bowie’s album)]
  • A. David Bowie - The Hearts Filthy Lesson
    "David Bowie - The Hearts Filthy Lesson" is an industrial rock song from Bowie's 1995 album *Outside*, noted for its dark, experimental sound and use in the closing credits of the film *Se7en*.
  • B. Bowie
    Bowie is a given name most notably associated with Bowie Kuhn, the former Commissioner of Major League Baseball.
  • C. City of Bowie
    The City of Bowie is a municipality in Prince George’s County, Maryland, known as one of the state’s largest and fastest-growing suburban communities within the Washington, D.C. metropolitan area.
  • D. The Rise and Fall of Ziggy Stardust and the Spiders from Mars
    The Rise and Fall of Ziggy Stardust and the Spiders from Mars is David Bowie's landmark 1972 concept album that tells the story of his androgynous alien rock-star alter ego, Ziggy Stardust, and is widely regarded as one of the greatest and most influential albums in rock history.
  • E. Ziggy Stardust
    Ziggy Stardust is David Bowie's iconic and androgynous alien rock-star persona central to his early-1970s glam rock era.
  • 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: Let’s Dance (as producer and bassist on David Bowie’s album)
Triple: [Bernard Edwards, notableWork, Let’s Dance (as producer and bassist on David Bowie’s album)]
Generated description
Let’s Dance is a 1983 David Bowie album whose distinctive funk-infused pop sound was shaped in part by Bernard Edwards’s work as producer and bassist.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Let’s Dance (as producer and bassist on David Bowie’s album)
Target entity description: Let’s Dance is a 1983 David Bowie album whose distinctive funk-infused pop sound was shaped in part by Bernard Edwards’s work as producer and bassist.
  • A. David Bowie - The Hearts Filthy Lesson
    "David Bowie - The Hearts Filthy Lesson" is an industrial rock song from Bowie's 1995 album *Outside*, noted for its dark, experimental sound and use in the closing credits of the film *Se7en*.
  • B. Bowie
    Bowie is a given name most notably associated with Bowie Kuhn, the former Commissioner of Major League Baseball.
  • C. City of Bowie
    The City of Bowie is a municipality in Prince George’s County, Maryland, known as one of the state’s largest and fastest-growing suburban communities within the Washington, D.C. metropolitan area.
  • D. The Rise and Fall of Ziggy Stardust and the Spiders from Mars
    The Rise and Fall of Ziggy Stardust and the Spiders from Mars is David Bowie's landmark 1972 concept album that tells the story of his androgynous alien rock-star alter ego, Ziggy Stardust, and is widely regarded as one of the greatest and most influential albums in rock history.
  • E. Ziggy Stardust
    Ziggy Stardust is David Bowie's iconic and androgynous alien rock-star persona central to his early-1970s glam rock era.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd58127ed08190a04962a43afb888b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc575e3388190ac95b9e0537fb701 completed March 20, 2026, 10:08 p.m.
NEDg Description generation batch_69bdc62597f08190be0225e16967401f completed March 20, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69bdc686caa4819093d3ebb9ad47846d completed March 20, 2026, 10:13 p.m.
Created at: March 20, 2026, 1:09 p.m.