Triple

T10031625
Position Surface form Disambiguated ID Type / Status
Subject Aaron Neville E204864 entity
Predicate spouse P13 FINISHED
Object Joel Roux Neville
Joel Roux Neville was the longtime wife of American R&B and soul singer Aaron Neville, known for her supportive role in his life and career until her death in 2007.
E837128 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: Joel Roux Neville | Statement: [Aaron Neville, spouse, Joel Roux Neville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joel Roux Neville
Context triple: [Aaron Neville, spouse, Joel Roux Neville]
  • A. Remy LeBeau
    Remy LeBeau, better known as Gambit, is a charming, card-throwing mutant thief from Marvel's X-Men universe who can kinetically charge objects as explosive weapons.
  • B. Roy Grimes
    Roy Grimes is a central character in James Baldwin's novel "Go Tell It on the Mountain," depicted as the troubled, rebellious older brother whose struggles highlight themes of sin, guilt, and family conflict within a strict religious household.
  • C. Marcellus Wiley
    Marcellus Wiley is a former NFL defensive end and later sports media personality who played college football at Columbia University.
  • D. Kilgrave
    Kilgrave is a Marvel Comics supervillain and primary antagonist in the Jessica Jones series, known for his terrifying ability to control minds.
  • E. Jack Napier
    Jack Napier is the gangster who becomes the Joker, the primary antagonist in Tim Burton’s 1989 Batman film.
  • 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: Joel Roux Neville
Triple: [Aaron Neville, spouse, Joel Roux Neville]
Generated description
Joel Roux Neville was the longtime wife of American R&B and soul singer Aaron Neville, known for her supportive role in his life and career until her death in 2007.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joel Roux Neville
Target entity description: Joel Roux Neville was the longtime wife of American R&B and soul singer Aaron Neville, known for her supportive role in his life and career until her death in 2007.
  • A. Remy LeBeau
    Remy LeBeau, better known as Gambit, is a charming, card-throwing mutant thief from Marvel's X-Men universe who can kinetically charge objects as explosive weapons.
  • B. Roy Grimes
    Roy Grimes is a central character in James Baldwin's novel "Go Tell It on the Mountain," depicted as the troubled, rebellious older brother whose struggles highlight themes of sin, guilt, and family conflict within a strict religious household.
  • C. Marcellus Wiley
    Marcellus Wiley is a former NFL defensive end and later sports media personality who played college football at Columbia University.
  • D. Kilgrave
    Kilgrave is a Marvel Comics supervillain and primary antagonist in the Jessica Jones series, known for his terrifying ability to control minds.
  • E. Jack Napier
    Jack Napier is the gangster who becomes the Joker, the primary antagonist in Tim Burton’s 1989 Batman film.
  • 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_69ca834d77188190ad645e33e8ca3200 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdce461d6481908cc8f968856e0337 completed April 2, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2823e63488190bef7633b1a755df8 completed April 5, 2026, 3:39 p.m.
NEDg Description generation batch_69d283c516708190b3a1c363841787fc completed April 5, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_69d284956730819099e5cd918e722fd8 completed April 5, 2026, 3:49 p.m.
Created at: March 30, 2026, 8:54 p.m.