Triple
T9878972
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bills, Bills, Bills |
E240152
|
entity |
| Predicate | musicVideoDirector |
P4911
|
FINISHED |
| Object |
Darren Grant
Darren Grant is a music video director best known for directing high-profile R&B and pop videos, including Destiny’s Child’s hit “Bills, Bills, Bills.”
|
E832552
|
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: Darren Grant | Statement: [Bills, Bills, Bills, musicVideoDirector, Darren Grant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darren Grant Context triple: [Bills, Bills, Bills, musicVideoDirector, Darren Grant]
-
A.
Darren Robinson
Darren Robinson is a writer known for his work on the project or publication titled "Uproar."
-
B.
Darren Young
Darren Young is the ring name of American professional wrestler Fred Rosser, best known for his tenure in WWE as part of the tag team The Prime Time Players.
-
C.
Darren Ward
Darren Ward is a former professional footballer best known as an English central defender who played for clubs including Watford, Millwall, Crystal Palace, and Wolverhampton Wanderers.
-
D.
Darren Albert
Darren Albert is a former Australian rugby league winger best known for scoring the last-minute try that won the 1997 ARL Grand Final for the Newcastle Knights.
-
E.
Darren Lamb
Darren Lamb is a comically inept and self-serving talent agent portrayed by Stephen Merchant in the British television sitcom "Extras."
- 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: Darren Grant Triple: [Bills, Bills, Bills, musicVideoDirector, Darren Grant]
Generated description
Darren Grant is a music video director best known for directing high-profile R&B and pop videos, including Destiny’s Child’s hit “Bills, Bills, Bills.”
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darren Grant Target entity description: Darren Grant is a music video director best known for directing high-profile R&B and pop videos, including Destiny’s Child’s hit “Bills, Bills, Bills.”
-
A.
Darren Robinson
Darren Robinson is a writer known for his work on the project or publication titled "Uproar."
-
B.
Darren Young
Darren Young is the ring name of American professional wrestler Fred Rosser, best known for his tenure in WWE as part of the tag team The Prime Time Players.
-
C.
Darren Ward
Darren Ward is a former professional footballer best known as an English central defender who played for clubs including Watford, Millwall, Crystal Palace, and Wolverhampton Wanderers.
-
D.
Darren Albert
Darren Albert is a former Australian rugby league winger best known for scoring the last-minute try that won the 1997 ARL Grand Final for the Newcastle Knights.
-
E.
Darren Lamb
Darren Lamb is a comically inept and self-serving talent agent portrayed by Stephen Merchant in the British television sitcom "Extras."
- 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_69ca84e8a0788190b9061811d50fd554 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb4135c108190b3330e929509699d |
completed | April 2, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23d09790c8190be161d2dbef2e881 |
completed | April 5, 2026, 10:44 a.m. |
| NEDg | Description generation | batch_69d23e6ca3908190b7ad7b932ab35ad7 |
completed | April 5, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d241020074819092bc2deea85a6ac0 |
completed | April 5, 2026, 11:01 a.m. |
Created at: March 30, 2026, 8:37 p.m.