Triple

T13028068
Position Surface form Disambiguated ID Type / Status
Subject The Flaming Lips E326356 entity
Predicate hasFormerMember P1168 FINISHED
Object Nathan Roberts
Nathan Roberts is a musician best known as a former drummer for the American psychedelic rock band The Flaming Lips.
E1028172 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: Nathan Roberts | Statement: [The Flaming Lips, hasFormerMember, Nathan Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nathan Roberts
Context triple: [The Flaming Lips, hasFormerMember, Nathan Roberts]
  • A. Nathan Chapman
    Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
  • B. Nathan Jones
    "Nathan Jones" is a 1971 soul single by The Supremes, featuring Jean Terrell on lead vocals and known for its distinctive, driving Motown sound.
  • C. Nathan Cunningham
    Nathan Cunningham is a songwriter best known for co-writing the track "Never Really Over."
  • D. Nathan Nugent
    Nathan Nugent is a film editor known for his work on acclaimed independent and international films, including collaborations with director Sebastián Lelio.
  • E. Nathan Bogle
    Nathan Bogle is a central fictional protagonist in the work "NW," around whom much of the narrative and character development revolves.
  • 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: Nathan Roberts
Triple: [The Flaming Lips, hasFormerMember, Nathan Roberts]
Generated description
Nathan Roberts is a musician best known as a former drummer for the American psychedelic rock band The Flaming Lips.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nathan Roberts
Target entity description: Nathan Roberts is a musician best known as a former drummer for the American psychedelic rock band The Flaming Lips.
  • A. Nathan Chapman
    Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
  • B. Nathan Jones
    "Nathan Jones" is a 1971 soul single by The Supremes, featuring Jean Terrell on lead vocals and known for its distinctive, driving Motown sound.
  • C. Nathan Cunningham
    Nathan Cunningham is a songwriter best known for co-writing the track "Never Really Over."
  • D. Nathan Nugent
    Nathan Nugent is a film editor known for his work on acclaimed independent and international films, including collaborations with director Sebastián Lelio.
  • E. Nathan Bogle
    Nathan Bogle is a central fictional protagonist in the work "NW," around whom much of the narrative and character development revolves.
  • 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_69d8076cc45c81908123123f43e69266 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97efc07488190a15f3e41ea2db45c completed April 10, 2026, 10:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff02c1448190b0b41beb427fae23 completed May 3, 2026, 7:53 a.m.
NEDg Description generation batch_69f6ffeec1e8819090e1917fc6449ede completed May 3, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69f7017d8d308190bb54958764026325 completed May 3, 2026, 8:04 a.m.
Created at: April 9, 2026, 8:53 p.m.