Triple

T13640532
Position Surface form Disambiguated ID Type / Status
Subject The Andantes E325962 entity
Predicate member P10 FINISHED
Object Louvain Demps
Louvain Demps is an American singer best known as a member of The Andantes, the prominent Motown backing vocal group that appeared on numerous classic soul and R&B recordings.
E1053594 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: Louvain Demps | Statement: [The Andantes, member, Louvain Demps]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louvain Demps
Context triple: [The Andantes, member, Louvain Demps]
  • A. Winston Massiah
    Winston Massiah was the defendant in the landmark U.S. Supreme Court case Massiah v. United States, which established important protections for a suspect’s Sixth Amendment right to counsel during post-indictment interrogations.
  • B. Rene Mathis
    René Mathis is a recurring French intelligence ally of James Bond in Ian Fleming’s 007 novels and their adaptations.
  • C. Domontois
    Domontois is the French demonym referring to inhabitants of the commune of Domont in northern France.
  • D. Louis Mapou
    Louis Mapou is a New Caledonian politician and pro-independence leader who became the first Kanak president of the territory’s collegial government.
  • E. Vernel Fournier
    Vernel Fournier was an American jazz drummer best known for his work with the Ahmad Jamal Trio, where his subtle, swinging style and use of brushes became highly influential.
  • 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: Louvain Demps
Triple: [The Andantes, member, Louvain Demps]
Generated description
Louvain Demps is an American singer best known as a member of The Andantes, the prominent Motown backing vocal group that appeared on numerous classic soul and R&B recordings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louvain Demps
Target entity description: Louvain Demps is an American singer best known as a member of The Andantes, the prominent Motown backing vocal group that appeared on numerous classic soul and R&B recordings.
  • A. Winston Massiah
    Winston Massiah was the defendant in the landmark U.S. Supreme Court case Massiah v. United States, which established important protections for a suspect’s Sixth Amendment right to counsel during post-indictment interrogations.
  • B. Rene Mathis
    René Mathis is a recurring French intelligence ally of James Bond in Ian Fleming’s 007 novels and their adaptations.
  • C. Domontois
    Domontois is the French demonym referring to inhabitants of the commune of Domont in northern France.
  • D. Louis Mapou
    Louis Mapou is a New Caledonian politician and pro-independence leader who became the first Kanak president of the territory’s collegial government.
  • E. Vernel Fournier
    Vernel Fournier was an American jazz drummer best known for his work with the Ahmad Jamal Trio, where his subtle, swinging style and use of brushes became highly influential.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc5aac7308190a3fd26baeade8f2a completed April 12, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af46fe481909c6f9a6f58f887d1 completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:51 p.m.