Triple
T2965924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bush |
E80162
|
entity |
| Predicate | mainProducer |
P37100
|
FINISHED |
| Object | Pharrell Williams |
E42780
|
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: Pharrell Williams | Statement: [Bush, mainProducer, Pharrell Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pharrell Williams Context triple: [Bush, mainProducer, Pharrell Williams]
-
A.
Pharrell Williams
chosen
Pharrell Williams is an American singer, songwriter, producer, and fashion entrepreneur known for his influential work in pop and hip-hop music and his distinctive, genre-blending sound.
-
B.
Hype Williams
Hype Williams is an influential American music video director known for his visually distinctive, high-budget work with major hip-hop and R&B artists since the 1990s.
-
C.
Mike Will Made-It
Mike Will Made-It is an American record producer and songwriter known for crafting hit singles for artists like Miley Cyrus, Rae Sremmurd, and Kendrick Lamar, as well as for his own collaborative projects.
-
D.
Timbaland
Timbaland is an influential American record producer, rapper, and songwriter known for his innovative, rhythmically complex sound that has shaped modern hip-hop and R&B.
-
E.
Robin Thicke
Robin Thicke is an American singer, songwriter, and record producer best known for his R&B and pop hits, including the controversial chart-topping single "Blurred Lines."
- 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: mainProducer Context triple: [Bush, mainProducer, Pharrell Williams]
-
A.
primaryProducer
chosen
Indicates that an entity produces a good, service, or resource as the initial source in a supply, economic, or ecological chain.
-
B.
hasProducer
Indicates that one entity serves as the producer or creator responsible for making or manufacturing another entity.
-
C.
produces
Indicates that one entity creates, generates, or yields another entity as a result or output.
-
D.
exclusiveProducerOf
Indicates that one entity is the sole producer or manufacturer of another entity, with no other producers involved.
-
E.
increasesProductionOf
Indicates that one entity causes a rise or enhancement in the amount or rate at which another entity is produced.
- F. None of above.
Provenance (4 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad995a28e88190a4d6b9ef2c0d8e61 |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b108e14e288190bcca59b2d8132996 |
completed | March 11, 2026, 6:17 a.m. |
| PD | Predicate disambiguation | batch_69ad960e71f8819088179d11248c6ed0 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:58 p.m.