Triple
T15982359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Age of Extinction |
E387606
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object | Michael Bay |
E101488
|
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: Michael Bay | Statement: [Transformers: Age of Extinction, director, Michael Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Bay Context triple: [Transformers: Age of Extinction, director, Michael Bay]
-
A.
Michael Bay
chosen
Michael Bay is an American film director and producer known for his high-octane action movies featuring explosive visual effects and fast-paced storytelling, including the Transformers franchise and Armageddon.
-
B.
Michael Bay Films
Michael Bay Films is a production company associated with filmmaker Michael Bay, known for producing high-concept, commercially driven genre movies.
-
C.
Gore Verbinski
Gore Verbinski is an American film director, screenwriter, and producer best known for directing the first three Pirates of the Caribbean films and the Academy Award-winning animated feature Rango.
-
D.
James Cameron
James Cameron is a Canadian filmmaker and deep-sea explorer renowned for directing blockbuster films such as "Titanic" and "Avatar."
-
E.
Roland Emmerich
Roland Emmerich is a German film director, producer, and screenwriter best known for his large-scale Hollywood disaster and science fiction blockbusters.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15755b5548190acfa29eecb11e675 |
completed | April 16, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3cb0ed48190b35c19f3961f183b |
completed | May 9, 2026, 11:31 p.m. |
Created at: April 10, 2026, 4:54 a.m.