Triple
T7027579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Dark of the Moon |
E163186
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object |
Tom DeSanto/Don Murphy Production
Tom DeSanto/Don Murphy Production is a film production company best known for its involvement in the live-action Transformers movie franchise.
|
E637566
|
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: Tom DeSanto/Don Murphy Production | Statement: [Transformers: Dark of the Moon, productionCompany, Tom DeSanto/Don Murphy Production]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom DeSanto/Don Murphy Production Context triple: [Transformers: Dark of the Moon, productionCompany, Tom DeSanto/Don Murphy Production]
-
A.
Robert K. Weiss Productions
Robert K. Weiss Productions is a film and television production company founded by producer Robert K. Weiss, known for its work on various Hollywood comedies and genre films.
-
B.
Philip D’Antoni Productions
Philip D’Antoni Productions is a film production company best known for producing gritty 1970s crime thrillers in the vein of The French Connection and The Seven-Ups.
-
C.
Roger Birnbaum Productions
Roger Birnbaum Productions is an American film production company known for backing commercially successful Hollywood movies, including major action-comedy franchises.
-
D.
Feldman-Meeker Productions
Feldman-Meeker Productions was a film production company best known for its involvement in mid-1960s cinema, including the comedy film "What’s New Pussycat?".
-
E.
Michael De Luca Productions
Michael De Luca Productions is an American film and television production company founded by producer Michael De Luca, known for backing a range of mainstream and genre projects.
- 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: Tom DeSanto/Don Murphy Production Triple: [Transformers: Dark of the Moon, productionCompany, Tom DeSanto/Don Murphy Production]
Generated description
Tom DeSanto/Don Murphy Production is a film production company best known for its involvement in the live-action Transformers movie franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom DeSanto/Don Murphy Production Target entity description: Tom DeSanto/Don Murphy Production is a film production company best known for its involvement in the live-action Transformers movie franchise.
-
A.
Robert K. Weiss Productions
Robert K. Weiss Productions is a film and television production company founded by producer Robert K. Weiss, known for its work on various Hollywood comedies and genre films.
-
B.
Philip D’Antoni Productions
Philip D’Antoni Productions is a film production company best known for producing gritty 1970s crime thrillers in the vein of The French Connection and The Seven-Ups.
-
C.
Roger Birnbaum Productions
Roger Birnbaum Productions is an American film production company known for backing commercially successful Hollywood movies, including major action-comedy franchises.
-
D.
Feldman-Meeker Productions
Feldman-Meeker Productions was a film production company best known for its involvement in mid-1960s cinema, including the comedy film "What’s New Pussycat?".
-
E.
Michael De Luca Productions
Michael De Luca Productions is an American film and television production company founded by producer Michael De Luca, known for backing a range of mainstream and genre projects.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e1fee32081908eff988b18daa6d0 |
completed | March 27, 2026, 8:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7758c87908190bd1ddcfdccc171b5 |
completed | March 28, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_69c77a01c7b48190b022c6d2ecda7488 |
completed | March 28, 2026, 6:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77a83ed8881908907bedcf6d6ea84 |
completed | March 28, 2026, 6:51 a.m. |
Created at: March 27, 2026, 2:35 p.m.