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.