Triple
T6463071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What These Bitches Want |
E142167
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object | Darren Lighty |
E595294
|
NE FINISHED |
How this triple was built (2 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 Lighty | Statement: [What These Bitches Want, writer, Darren Lighty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darren Lighty Context triple: [What These Bitches Want, writer, Darren Lighty]
-
A.
Darren Lighty
chosen
Darren Lighty is an American R&B and hip-hop songwriter and producer known for his work with prominent artists throughout the 1990s and 2000s.
-
B.
Darren Lew
Darren Lew is a cinematographer known for his work on the horror film "I Still Know What You Did Last Summer."
-
C.
Darryl Hickman
Darryl Hickman is an American former child actor and film and television performer known for roles in classic Hollywood films and later work as a television executive and acting coach.
-
D.
Damon Richards
Damon Richards is the central protagonist of the television series "Pose," around whom much of the show's narrative and character development revolves.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c008d2f91c8190a8178767a35e08fc |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c069f7e5908190ae4d8da2b14d274f |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c66382f9ac81908d9cb444ab596d04 |
completed | March 27, 2026, 11:01 a.m. |
Created at: March 22, 2026, 4:49 p.m.