Triple
T1108048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Looper |
E25530
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object |
Ram Bergman Productions
Ram Bergman Productions is a film production company best known for collaborating with director Rian Johnson on movies such as "Looper" and the "Knives Out" series.
|
E126648
|
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: Ram Bergman Productions | Statement: [Looper, productionCompany, Ram Bergman Productions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ram Bergman Productions Context triple: [Looper, productionCompany, Ram Bergman Productions]
-
A.
Albert Zugsmith Productions
Albert Zugsmith Productions was an American film production company associated with producer Albert Zugsmith, known for low-budget genre films and exploitation-style features in the mid-20th century.
-
B.
Tig Productions
Tig Productions is a film and television production company best known for producing the hit 1992 movie "The Bodyguard" starring Whitney Houston and Kevin Costner.
-
C.
RCG Productions
RCG Productions is the television production company founded by Rob McElhenney, Charlie Day, and Glenn Howerton, best known for creating and producing the comedy series "It's Always Sunny in Philadelphia."
-
D.
Chartoff-Winkler Productions
Chartoff-Winkler Productions is a film production company best known for producing the "Rocky" series and other notable Hollywood movies.
-
E.
Pyramid Productions
Pyramid Productions is a television production company best known for producing the game show "The $100,000 Pyramid."
- 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: Ram Bergman Productions Triple: [Looper, productionCompany, Ram Bergman Productions]
Generated description
Ram Bergman Productions is a film production company best known for collaborating with director Rian Johnson on movies such as "Looper" and the "Knives Out" series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ram Bergman Productions Target entity description: Ram Bergman Productions is a film production company best known for collaborating with director Rian Johnson on movies such as "Looper" and the "Knives Out" series.
-
A.
Albert Zugsmith Productions
Albert Zugsmith Productions was an American film production company associated with producer Albert Zugsmith, known for low-budget genre films and exploitation-style features in the mid-20th century.
-
B.
Tig Productions
Tig Productions is a film and television production company best known for producing the hit 1992 movie "The Bodyguard" starring Whitney Houston and Kevin Costner.
-
C.
RCG Productions
RCG Productions is the television production company founded by Rob McElhenney, Charlie Day, and Glenn Howerton, best known for creating and producing the comedy series "It's Always Sunny in Philadelphia."
-
D.
Chartoff-Winkler Productions
Chartoff-Winkler Productions is a film production company best known for producing the "Rocky" series and other notable Hollywood movies.
-
E.
Pyramid Productions
Pyramid Productions is a television production company best known for producing the game show "The $100,000 Pyramid."
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9e47e4881908928900df72781f0 |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c4cee1881909ca8af01f22bb8bb |
completed | March 7, 2026, 4:03 p.m. |
| NEDg | Description generation | batch_69ac4d1d58ac8190b1fc39a28aff8c46 |
completed | March 7, 2026, 4:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4d90c3dc819092f6be4888851477 |
completed | March 7, 2026, 4:08 p.m. |
Created at: March 1, 2026, 7:43 p.m.