Triple
T4386695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Matrix Revolutions |
E99259
|
entity |
| Predicate | notableVisualEffectsCompany |
P56301
|
FINISHED |
| Object |
ESC Entertainment
ESC Entertainment was a visual effects studio best known for creating groundbreaking digital imagery for films such as The Matrix Revolutions.
|
E435075
|
NE FINISHED |
How this triple was built (5 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: ESC Entertainment | Statement: [The Matrix Revolutions, notableVisualEffectsCompany, ESC Entertainment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESC Entertainment Context triple: [The Matrix Revolutions, notableVisualEffectsCompany, ESC Entertainment]
-
A.
Regal Entertainment Group
Regal Entertainment Group is one of the largest movie theater chains in the United States, operating multiplex cinemas across the country.
-
B.
Smith Entertainment Group
Smith Entertainment Group is a sports and entertainment company best known for owning the NBA’s Utah Jazz and operating major event venues in Salt Lake City.
-
C.
Herschend Family Entertainment
Herschend Family Entertainment is a major U.S.-based family-owned theme park and attractions company that operates and co-owns popular destinations such as Dollywood and Silver Dollar City.
-
D.
Olympia Entertainment
Olympia Entertainment is a Detroit-based sports and entertainment company that manages major venues and events, including professional sports arenas and historic theaters.
-
E.
Woods Entertainment
Woods Entertainment is a film production company best known for producing the crime drama movie "Cop Land."
- 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: ESC Entertainment Triple: [The Matrix Revolutions, notableVisualEffectsCompany, ESC Entertainment]
Generated description
ESC Entertainment was a visual effects studio best known for creating groundbreaking digital imagery for films such as The Matrix Revolutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ESC Entertainment Target entity description: ESC Entertainment was a visual effects studio best known for creating groundbreaking digital imagery for films such as The Matrix Revolutions.
-
A.
Regal Entertainment Group
Regal Entertainment Group is one of the largest movie theater chains in the United States, operating multiplex cinemas across the country.
-
B.
Smith Entertainment Group
Smith Entertainment Group is a sports and entertainment company best known for owning the NBA’s Utah Jazz and operating major event venues in Salt Lake City.
-
C.
Herschend Family Entertainment
Herschend Family Entertainment is a major U.S.-based family-owned theme park and attractions company that operates and co-owns popular destinations such as Dollywood and Silver Dollar City.
-
D.
Olympia Entertainment
Olympia Entertainment is a Detroit-based sports and entertainment company that manages major venues and events, including professional sports arenas and historic theaters.
-
E.
Woods Entertainment
Woods Entertainment is a film production company best known for producing the crime drama movie "Cop Land."
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableVisualEffectsCompany Context triple: [The Matrix Revolutions, notableVisualEffectsCompany, ESC Entertainment]
-
A.
coProductionCompany
Indicates a company that collaborates with one or more other companies in the joint production of a work or project.
-
B.
majorStudio
Indicates that an entity is a large, primary film or media production and distribution company within the entertainment industry.
-
C.
productionCompanyOfWork
Indicates that a company is responsible for producing a particular creative work (such as a film, TV show, or similar production).
-
D.
hasProductionCompany
Indicates that an entity (such as a film, show, or media work) is associated with a specific company responsible for its production.
-
E.
bestVisualEffectsWinner
Indicates that the subject is the work or individual that won the award for best visual effects in a given context or competition.
- F. None of above. chosen
Provenance (7 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352669f608190b3aa7030d8073e04 |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e52a0488819081fe724d592d8fdf |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e619964081908193b4b40a940336 |
completed | March 14, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e681fa5c819084ec0e9092275754 |
completed | March 14, 2026, 10:51 p.m. |
| PD | Predicate disambiguation | batch_69b34f572efc8190bad1e5078cbcb75a |
completed | March 12, 2026, 11:42 p.m. |
| PDg | Predicate description generation | batch_69b3501834448190bedf775a80da4778 |
completed | March 12, 2026, 11:45 p.m. |
Created at: March 12, 2026, 11:19 p.m.