Triple
T20104697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers (2007 film) |
E490136
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | Lorenzo di Bonaventura |
—
|
NE NERFINISHED |
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: Lorenzo di Bonaventura | Statement: [Transformers (2007 film), producer, Lorenzo di Bonaventura]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lorenzo di Bonaventura Context triple: [Transformers (2007 film), producer, Lorenzo di Bonaventura]
-
A.
Lorenzo di Bonaventura
chosen
Lorenzo di Bonaventura is an American film producer best known for overseeing major Hollywood action and franchise films, including the Transformers series.
-
B.
Ciro Ferrara
Ciro Ferrara is a former Italian footballer and defender best known for his successful club career with Napoli and Juventus as well as his appearances for the Italian national team.
-
C.
Lorenzo Carcaterra
Lorenzo Carcaterra is an American writer and former journalist best known for his gritty crime novels and memoirs, including the book that inspired the film "Sleepers."
-
D.
Leo Benvenuti
Leo Benvenuti is an American screenwriter best known for co-writing popular family comedies such as "The Santa Clause" and "Kicking & Screaming."
-
E.
Lorenzo Marinelli
Lorenzo Marinelli is an editor known for his work on the film "The Changeling."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da62636cc08190982cc71733a17b8d |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e666daf73c819089f02ca6faa2c283 |
completed | April 20, 2026, 5:48 p.m. |
Created at: April 11, 2026, 11:28 p.m.