Triple
T2522456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taxi (2004 film) |
E55553
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Matthew F. Leonetti
Matthew F. Leonetti is an American cinematographer known for his work on numerous Hollywood films across action, comedy, and science fiction genres.
|
E357409
|
NE FINISHED |
How this triple was built (4 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: Matthew F. Leonetti | Statement: [Taxi (2004 film), cinematographyBy, Matthew F. Leonetti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew F. Leonetti Context triple: [Taxi (2004 film), cinematographyBy, Matthew F. Leonetti]
-
A.
John R. Leonetti
John R. Leonetti is an American cinematographer and film director best known for his work on major horror films, including serving as director of photography on "The Conjuring."
-
B.
Daniel A. D’Aniello
Daniel A. D’Aniello is an American billionaire businessman and co-founder of the global private equity firm The Carlyle Group.
-
C.
Paul Merolla
Paul Merolla is a neuroscientist and engineer best known as a co-founder of Neuralink, the neurotechnology company developing brain–computer interfaces.
-
D.
Nicholas M. Donofrio
Nicholas M. Donofrio is an American engineer and former IBM executive known for his leadership in technology and innovation, particularly in advancing computing and research initiatives.
-
E.
John DeNicola
John DeNicola is an American songwriter and producer best known for co-writing the hit songs "(I've Had) The Time of My Life" and "Hungry Eyes" from the film Dirty Dancing.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Matthew F. Leonetti Triple: [Taxi (2004 film), cinematographyBy, Matthew F. Leonetti]
Generated description
Matthew F. Leonetti is an American cinematographer known for his work on numerous Hollywood films across action, comedy, and science fiction genres.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew F. Leonetti Target entity description: Matthew F. Leonetti is an American cinematographer known for his work on numerous Hollywood films across action, comedy, and science fiction genres.
-
A.
John R. Leonetti
John R. Leonetti is an American cinematographer and film director best known for his work on major horror films, including serving as director of photography on "The Conjuring."
-
B.
Daniel A. D’Aniello
Daniel A. D’Aniello is an American billionaire businessman and co-founder of the global private equity firm The Carlyle Group.
-
C.
Paul Merolla
Paul Merolla is a neuroscientist and engineer best known as a co-founder of Neuralink, the neurotechnology company developing brain–computer interfaces.
-
D.
Nicholas M. Donofrio
Nicholas M. Donofrio is an American engineer and former IBM executive known for his leadership in technology and innovation, particularly in advancing computing and research initiatives.
-
E.
John DeNicola
John DeNicola is an American songwriter and producer best known for co-writing the hit songs "(I've Had) The Time of My Life" and "Hungry Eyes" from the film Dirty Dancing.
- F. None of above. chosen
Provenance (5 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd23895348190bb4dad6d7174893a |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3544e32a0819087d554982f443b1d |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b358312fc881908d0f56ab1f56e78c |
completed | March 13, 2026, 12:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b358e305548190b861e5ecbb59fa56 |
completed | March 13, 2026, 12:22 a.m. |
Created at: March 6, 2026, 9:46 p.m.