Triple

T8395946
Position Surface form Disambiguated ID Type / Status
Subject The Neville Brothers E198051 entity
Predicate member P10 FINISHED
Object Art Neville
Art Neville was an influential American singer, keyboardist, and songwriter from New Orleans, best known as a founding member of The Meters and a pioneer of funk and R&B music.
E730474 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: Art Neville | Statement: [The Neville Brothers, member, Art Neville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Art Neville
Context triple: [The Neville Brothers, member, Art Neville]
  • A. Ivan Neville
    Ivan Neville is an American R&B and funk musician, singer, and keyboardist from the famed Neville musical family, known for both his solo work and collaborations with prominent rock and soul artists.
  • B. Aaron Neville
    Aaron Neville is an American R&B and soul singer known for his distinctive vibrato, solo hits like "Tell It Like It Is," and his work with the Neville Brothers.
  • C. Bernard Edwards
    Bernard Edwards was an influential American bassist, songwriter, and record producer best known as a co-founder of the disco band Chic and for crafting numerous funk and R&B hits.
  • D. Dennis Edwards
    Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
  • E. Hubert Sumlin
    Hubert Sumlin was an influential American blues guitarist best known for his innovative, expressive playing as the longtime lead guitarist for Howlin’ Wolf.
  • 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: Art Neville
Triple: [The Neville Brothers, member, Art Neville]
Generated description
Art Neville was an influential American singer, keyboardist, and songwriter from New Orleans, best known as a founding member of The Meters and a pioneer of funk and R&B music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Art Neville
Target entity description: Art Neville was an influential American singer, keyboardist, and songwriter from New Orleans, best known as a founding member of The Meters and a pioneer of funk and R&B music.
  • A. Ivan Neville
    Ivan Neville is an American R&B and funk musician, singer, and keyboardist from the famed Neville musical family, known for both his solo work and collaborations with prominent rock and soul artists.
  • B. Aaron Neville
    Aaron Neville is an American R&B and soul singer known for his distinctive vibrato, solo hits like "Tell It Like It Is," and his work with the Neville Brothers.
  • C. Bernard Edwards
    Bernard Edwards was an influential American bassist, songwriter, and record producer best known as a co-founder of the disco band Chic and for crafting numerous funk and R&B hits.
  • D. Dennis Edwards
    Dennis Edwards was an American soul and R&B singer best known as a lead vocalist for The Temptations during their late-1960s and 1970s psychedelic soul era.
  • E. Hubert Sumlin
    Hubert Sumlin was an influential American blues guitarist best known for his innovative, expressive playing as the longtime lead guitarist for Howlin’ Wolf.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb81874d6c8190bbc0ac832d8a339d completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde85ee7b08190bfbcbed0edb142dd completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfd60188190a1681344e2bf1e9e completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2fa42c8190bfbfc79caf38bf8e completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:04 p.m.