Triple

T20814406
Position Surface form Disambiguated ID Type / Status
Subject Love Unlimited E512397 entity
Predicate member P10 FINISHED
Object Glodean James
Glodean James is an American singer best known as a lead vocalist of the 1970s soul trio Love Unlimited and as the wife and frequent collaborator of Barry White.
E1451471 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: Glodean James | Statement: [Love Unlimited, member, Glodean James]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glodean James
Context triple: [Love Unlimited, member, Glodean James]
  • A. Andrew Hudson
    Andrew Hudson is a former South African cricketer who played as a top-order batsman for the national team in the 1990s.
  • B. David Roden
    David Roden is a British television writer best known for his work on the Doctor Who charity special "Dimensions in Time."
  • C. Jesse Graham
    Jesse Graham is a musician best known as a member of the British band Freak Power, which blended acid jazz, funk, and soul in the 1990s.
  • D. Michael Jameson
    Michael Jameson is the husband of Mireille Duval Jameson, known primarily in relation to her.
  • E. Tony Dawsey
    Tony Dawsey is a renowned American mastering engineer known for his work on numerous hip-hop and R&B albums.
  • 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: Glodean James
Triple: [Love Unlimited, member, Glodean James]
Generated description
Glodean James is an American singer best known as a lead vocalist of the 1970s soul trio Love Unlimited and as the wife and frequent collaborator of Barry White.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glodean James
Target entity description: Glodean James is an American singer best known as a lead vocalist of the 1970s soul trio Love Unlimited and as the wife and frequent collaborator of Barry White.
  • A. Andrew Hudson
    Andrew Hudson is a former South African cricketer who played as a top-order batsman for the national team in the 1990s.
  • B. David Roden
    David Roden is a British television writer best known for his work on the Doctor Who charity special "Dimensions in Time."
  • C. Jesse Graham
    Jesse Graham is a musician best known as a member of the British band Freak Power, which blended acid jazz, funk, and soul in the 1990s.
  • D. Michael Jameson
    Michael Jameson is the husband of Mireille Duval Jameson, known primarily in relation to her.
  • E. Tony Dawsey
    Tony Dawsey is a renowned American mastering engineer known for his work on numerous hip-hop and R&B albums.
  • 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2d4e43c8190aecce82a3f7e2de0 completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8cdb5d08190a8925efe00fef10e completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f9f7aff481908283ffe92d95646d completed May 16, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_6a08faa15c488190b7a3ed000c093be7 completed May 16, 2026, 11:15 p.m.
Created at: April 16, 2026, 12:41 p.m.