Triple
T2289494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Back to Basics |
E51469
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Bobby Ross Avila |
E198973
|
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: Bobby Ross Avila | Statement: [Back to Basics, producer, Bobby Ross Avila]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Ross Avila Context triple: [Back to Basics, producer, Bobby Ross Avila]
-
A.
Bobby Ross Avila
chosen
Bobby Ross Avila is a Grammy-winning American songwriter and record producer known for his work in R&B, hip hop, and pop with major artists such as Usher and the Black Eyed Peas.
-
B.
Ronald Mariano
Ronald Mariano is an American politician serving as Speaker of the Massachusetts House of Representatives.
-
C.
Bobby Tudor
Bobby Tudor is a prominent energy investment banker and philanthropist known for his leadership in Houston’s business community and major support of Rice University athletics.
-
D.
Chip Tolentino
Chip Tolentino is a character in the musical "The 25th Annual Putnam County Spelling Bee," portrayed as a confident Boy Scout and former champion whose adolescent struggles complicate his performance in the competition.
-
E.
Michele Tafoya
Michele Tafoya is an American sportscaster best known for her long tenure as a sideline reporter on major NFL broadcasts, including Sunday Night Football.
- 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc273b67c8190bcd96f9a484647ef |
completed | March 7, 2026, 6:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f1e84ac819096cb62ce5e94d865 |
completed | March 9, 2026, 8:04 a.m. |
Created at: March 4, 2026, 7:48 p.m.