Triple
T13777854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ain't Cha |
E331054
|
entity |
| Predicate | hasProducerTeamMember |
P39740
|
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: [Ain't Cha, hasProducerTeamMember, Pharrell Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pharrell Williams Context triple: [Ain't Cha, hasProducerTeamMember, 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.
A. G. Cook
A. G. Cook is a British music producer, songwriter, and founder of the PC Music label, known for pioneering hyperpop and collaborating with major pop artists.
-
E.
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.
- 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: hasProducerTeamMember Context triple: [Ain't Cha, hasProducerTeamMember, Pharrell Williams]
-
A.
producedMember
Indicates that one entity created, manufactured, or generated another entity as its product or output.
-
B.
hasTeamMember
Indicates that an entity includes another entity as a member of its team.
-
C.
creativeTeamMember
chosen
Indicates that an entity participates as a member of a team responsible for creative work or production.
-
D.
hasProductionRole
Indicates that an entity holds a specific role or function in the production or creation process of another entity.
-
E.
hasTeamFor
Indicates that an entity possesses, is associated with, or is responsible for a specific team designated for a particular purpose or context.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0239cbfc81909064ac2457fdfff5 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b0676e50819085fe48f86c0f93d8 |
completed | May 3, 2026, 8:30 p.m. |
| PD | Predicate disambiguation | batch_69dbbe97846c819093b00ea117b64e0d |
completed | April 12, 2026, 3:47 p.m. |
Created at: April 9, 2026, 10:10 p.m.