Triple

T14535363
Position Surface form Disambiguated ID Type / Status
Subject Louis Winthorpe III E341028 entity
Predicate businessPartnerInFilm P114820 FINISHED
Object Billy Ray Valentine E341029 NE FINISHED

How this triple was built (3 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: Billy Ray Valentine | Statement: [Louis Winthorpe III, businessPartnerInFilm, Billy Ray Valentine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Billy Ray Valentine
Context triple: [Louis Winthorpe III, businessPartnerInFilm, Billy Ray Valentine]
  • A. Billy Ray Valentine chosen
    Billy Ray Valentine is a streetwise con artist portrayed by Eddie Murphy in the 1983 comedy film "Trading Places."
  • B. Bryan Loren
    Bryan Loren is an American songwriter and record producer known for his work in R&B and pop music, including collaborations with major artists like Michael Jackson.
  • C. Clay Morrow
    Clay Morrow is a central fictional character in the television series "Sons of Anarchy," known as the manipulative and often ruthless president of the outlaw motorcycle club at the heart of the show.
  • D. Beau Kyle Dykstra
    Beau Kyle Dykstra is the son of actress Jamie-Lynn Sigler and former baseball player Cutter Dykstra.
  • E. Beat Suter
    Beat Suter is a Swiss game designer, media artist, and scholar known for his work in digital literature, game studies, and experimental media.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: businessPartnerInFilm
Context triple: [Louis Winthorpe III, businessPartnerInFilm, Billy Ray Valentine]
  • A. associatedWithComposerOfFilm
    Indicates a relationship where an entity is connected to the composer who created the musical score for a specific film.
  • B. developerOfWorkAppearingIn
    Indicates that one entity is the creator or developer of a work in which another entity appears or is featured.
  • C. filmAssociatedWith
    Indicates a general relationship or connection between a film and another entity, such as a person, organization, event, or work.
  • D. directorSpouseInCast
    Indicates that a film’s director is married to someone who appears as a cast member in that same film.
  • E. filmDirectorWorkedWith
    Indicates that a film director has collaborated professionally with another person on one or more film projects.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1b9d39881908c7a3a5b17d432af completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ab414dc8190a233185068cfb8ff completed May 8, 2026, 7:03 a.m.
PD Predicate disambiguation batch_69de5c546c7081909e27d504ec360c5c completed April 14, 2026, 3:25 p.m.
PDg Predicate description generation batch_69de610330a48190b558235a14c0dc9f completed April 14, 2026, 3:45 p.m.
Created at: April 10, 2026, 1:22 a.m.