Triple

T20107184
Position Surface form Disambiguated ID Type / Status
Subject Julia Waters E490212 entity
Predicate memberOf P10 FINISHED
Object Waters family vocal group
The Waters family vocal group is a renowned American family ensemble of session singers known for their prolific backing vocals on countless hit records, film soundtracks, and television shows.
E1411495 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: Waters family vocal group | Statement: [Julia Waters, memberOf, Waters family vocal group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waters family vocal group
Context triple: [Julia Waters, memberOf, Waters family vocal group]
  • A. Crosby Brothers vocal group
    Crosby Brothers was a mid-20th-century American vocal group formed by several of Bing Crosby’s sons, known for their close-harmony pop performances.
  • B. The Blackbyrds
    The Blackbyrds are a 1970s American jazz-funk and R&B band formed by trumpeter Donald Byrd with his Howard University students, known for hits like "Walking in Rhythm" and "Rock Creek Park."
  • C. The Drifters
    The Drifters are an American doo-wop and R&B vocal group famed for classic hits like "Under the Boardwalk" and "Save the Last Dance for Me."
  • D. CeCe Winans
    CeCe Winans is a highly acclaimed American gospel singer known for her powerful vocals, numerous Grammy Awards, and influential role in contemporary Christian music.
  • E. The Four Tops
    The Four Tops are an American vocal quartet renowned for their string of soulful hit singles in the 1960s and 1970s, including classics like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
  • 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: Waters family vocal group
Triple: [Julia Waters, memberOf, Waters family vocal group]
Generated description
The Waters family vocal group is a renowned American family ensemble of session singers known for their prolific backing vocals on countless hit records, film soundtracks, and television shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waters family vocal group
Target entity description: The Waters family vocal group is a renowned American family ensemble of session singers known for their prolific backing vocals on countless hit records, film soundtracks, and television shows.
  • A. Crosby Brothers vocal group
    Crosby Brothers was a mid-20th-century American vocal group formed by several of Bing Crosby’s sons, known for their close-harmony pop performances.
  • B. The Blackbyrds
    The Blackbyrds are a 1970s American jazz-funk and R&B band formed by trumpeter Donald Byrd with his Howard University students, known for hits like "Walking in Rhythm" and "Rock Creek Park."
  • C. The Drifters
    The Drifters are an American doo-wop and R&B vocal group famed for classic hits like "Under the Boardwalk" and "Save the Last Dance for Me."
  • D. CeCe Winans
    CeCe Winans is a highly acclaimed American gospel singer known for her powerful vocals, numerous Grammy Awards, and influential role in contemporary Christian music.
  • E. The Four Tops
    The Four Tops are an American vocal quartet renowned for their string of soulful hit singles in the 1960s and 1970s, including classics like "Reach Out I'll Be There" and "I Can't Help Myself (Sugar Pie Honey Bunch)."
  • 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_69da62636cc08190982cc71733a17b8d completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e666dcb8d4819091889e19dd9137a6 completed April 20, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082714d6648190bfc4c3ba92b8bd45 completed May 16, 2026, 8:13 a.m.
NEDg Description generation batch_6a082915c66881909dadac08ea4b8bd3 completed May 16, 2026, 8:21 a.m.
NED2 Entity disambiguation (via description) batch_6a0829a921688190a52538f7537e4ce5 completed May 16, 2026, 8:24 a.m.
Created at: April 11, 2026, 11:28 p.m.