Triple
T3996134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talk That Talk |
E87101
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Ester Dean |
E414686
|
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: Ester Dean | Statement: [Talk That Talk, producer, Ester Dean]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ester Dean Context triple: [Talk That Talk, producer, Ester Dean]
-
A.
Ester Dean
chosen
Ester Dean is an American singer, songwriter, and record producer best known for penning numerous chart-topping pop and R&B hits for major artists and for her role in the "Pitch Perfect" film series.
-
B.
Debra Hayward
Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
-
C.
Eileen Herlie
Eileen Herlie was a Scottish-American actress best known for her classical stage work and prominent film and television roles, including notable Shakespearean performances.
-
D.
Annette Kirk
Annette Kirk is an American cultural advocate and widow of conservative thinker Russell Kirk, known for promoting his intellectual legacy and traditionalist ideas through institutions such as the Kirk Center for Cultural Renewal.
-
E.
Barbara DeGenevieve
Barbara DeGenevieve was an American artist, photographer, and educator known for her provocative explorations of sexuality, gender, and power dynamics in contemporary art.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa2159d88190a01de8b038341916 |
completed | March 9, 2026, 4:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589c825a881908baa9014124548ff |
completed | March 14, 2026, 4:16 p.m. |
Created at: March 9, 2026, 3:34 p.m.