Triple

T13057065
Position Surface form Disambiguated ID Type / Status
Subject Hard II Love E327605 entity
Predicate producer P490 FINISHED
Object JProof
JProof is a music producer known for his work on Usher’s album "Hard II Love."
E1019004 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: JProof | Statement: [Hard II Love, producer, JProof]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: JProof
Context triple: [Hard II Love, producer, JProof]
  • A. Proof (film)
    Proof is a 2005 drama film, based on David Auburn's Pulitzer Prize–winning play, that explores themes of genius, mental illness, and family through the story of a mathematician's daughter.
  • B. A Question of Proof
    A Question of Proof is a 1935 detective novel by Cecil Day-Lewis, written under the pseudonym Nicholas Blake and introducing his amateur sleuth Nigel Strangeways.
  • C. Proval
    Proval is a surname most notably associated with American actor David Proval, known for his roles in film and television.
  • D. Proof
    Proof is a 1991 Australian drama film directed by Jocelyn Moorhouse, featuring Russell Crowe in an early acclaimed role alongside Hugo Weaving.
  • E. The Burden of Proof
    The Burden of Proof is a 1992 television miniseries adaptation of Scott Turow’s legal thriller novel, starring Brian Dennehy as a defense attorney investigating his wife’s mysterious death.
  • 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: JProof
Triple: [Hard II Love, producer, JProof]
Generated description
JProof is a music producer known for his work on Usher’s album "Hard II Love."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: JProof
Target entity description: JProof is a music producer known for his work on Usher’s album "Hard II Love."
  • A. Proof (film)
    Proof is a 2005 drama film, based on David Auburn's Pulitzer Prize–winning play, that explores themes of genius, mental illness, and family through the story of a mathematician's daughter.
  • B. A Question of Proof
    A Question of Proof is a 1935 detective novel by Cecil Day-Lewis, written under the pseudonym Nicholas Blake and introducing his amateur sleuth Nigel Strangeways.
  • C. Proval
    Proval is a surname most notably associated with American actor David Proval, known for his roles in film and television.
  • D. Proof
    Proof is a 1991 Australian drama film directed by Jocelyn Moorhouse, featuring Russell Crowe in an early acclaimed role alongside Hugo Weaving.
  • E. The Burden of Proof
    The Burden of Proof is a silent-era film best known today as one of the prominent screen appearances of early 20th-century actress Grace Darmond.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980bd305c8190bcf191b2d35ec8de completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbdead348190aa7aaa29c371d72a completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6d039254881909927b58225f194de completed May 3, 2026, 4:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6d0d218d4819080273a151a0890d3 completed May 3, 2026, 4:36 a.m.
Created at: April 9, 2026, 8:58 p.m.