Triple
T3996132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talk That Talk |
E87101
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Cirkut |
E180774
|
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: Cirkut | Statement: [Talk That Talk, producer, Cirkut]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cirkut Context triple: [Talk That Talk, producer, Cirkut]
-
A.
Cirkut
chosen
Cirkut is a Canadian record producer and songwriter best known for crafting chart-topping pop hits for artists like Katy Perry, The Weeknd, and Miley Cyrus.
-
B.
Taio Cruz
Taio Cruz is a British singer, songwriter, and record producer best known for his international pop and dance hits like "Dynamite" and "Break Your Heart."
-
C.
Ciccone
Ciccone is the Italian surname of American pop icon Madonna, reflecting her family’s Italian heritage.
-
D.
Donavon Frankenreiter
Donavon Frankenreiter is an American singer-songwriter and surfer known for his laid-back, folk-rock sound and close association with Jack Johnson and the surf music scene.
-
E.
David Pittu
David Pittu is an American actor and playwright known for his versatile work on Broadway, in film and television, and in voice acting.
- 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_69b5403f14ec8190a77189c7066676f2 |
completed | March 14, 2026, 11:02 a.m. |
Created at: March 9, 2026, 3:34 p.m.