Triple
T550820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Desperado |
E11834
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object |
Los Hooligans Productions
Los Hooligans Productions is a film production company associated with Robert Rodriguez, known for producing action-oriented movies such as "Desperado."
|
E68996
|
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: Los Hooligans Productions | Statement: [Desperado, productionCompany, Los Hooligans Productions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Los Hooligans Productions Context triple: [Desperado, productionCompany, Los Hooligans Productions]
-
A.
The U's
The U's is the commonly used nickname for Cambridge United Football Club, an English professional football team based in Cambridge.
-
B.
Re-Up Gang
Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
-
C.
Bedlam Productions
Bedlam Productions is a British film production company best known for producing the Academy Award–winning historical drama "The King’s Speech."
-
D.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
E.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
- 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: Los Hooligans Productions Triple: [Desperado, productionCompany, Los Hooligans Productions]
Generated description
Los Hooligans Productions is a film production company associated with Robert Rodriguez, known for producing action-oriented movies such as "Desperado."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Los Hooligans Productions Target entity description: Los Hooligans Productions is a film production company associated with Robert Rodriguez, known for producing action-oriented movies such as "Desperado."
-
A.
The U's
The U's is the commonly used nickname for Cambridge United Football Club, an English professional football team based in Cambridge.
-
B.
Re-Up Gang
Re-Up Gang is a hip hop group best known as the lyrical collective formed by Pusha T and his collaborators for their acclaimed street-oriented mixtapes and projects.
-
C.
Bedlam Productions
Bedlam Productions is a British film production company best known for producing the Academy Award–winning historical drama "The King’s Speech."
-
D.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
E.
Gravediggaz
Gravediggaz is an American hip hop group known for pioneering the horrorcore subgenre with dark, horror-themed lyrics and production.
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a499030cf4819089b9163102255e49 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4e0301ea08190ada81259b7c862f6 |
completed | March 2, 2026, 12:56 a.m. |
| NEDg | Description generation | batch_69a4e09ce7a48190b29e364be6317081 |
completed | March 2, 2026, 12:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4e10dc17881908399e10b705381cd |
completed | March 2, 2026, 12:59 a.m. |
Created at: March 1, 2026, 7:32 p.m.