Triple
T18370207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Stambler |
E446161
|
entity |
| Predicate | producerFranchise |
P71535
|
FINISHED |
| Object | Bad Robot Productions |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bad Robot Productions | Statement: [Howard Stambler, producerFranchise, Bad Robot Productions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Robot Productions Context triple: [Howard Stambler, producerFranchise, Bad Robot Productions]
-
A.
Bad Robot Productions
chosen
Bad Robot Productions is an American film and television production company known for creating popular genre franchises and series such as Lost, Alias, and the recent Star Trek and Star Wars films.
-
B.
Amen Ra Films
Amen Ra Films is a film production company founded by Wesley Snipes, best known for producing projects such as the action-horror sequel "Blade II."
-
C.
Relativity Productions
Relativity Productions is a film production company known for backing a range of American feature films across genres.
-
D.
Davros Films
Davros Films is a film production company best known for producing the apartheid-era drama "A Dry White Season."
-
E.
Alcor Films
Alcor Films is a film production company best known for producing the 1994 legal thriller "The Client."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: producerFranchise Context triple: [Howard Stambler, producerFranchise, Bad Robot Productions]
-
A.
franchiseCreatorOf
Indicates that an entity is the original creator or originator of a particular franchise.
-
B.
studioFranchise
chosen
Indicates that a studio is associated with, produces, or manages a particular franchise.
-
C.
franchiseWorkedOn
Indicates that an entity has contributed work to, or been professionally involved with, a particular franchise.
-
D.
originalFranchiseOf
Indicates that one entity is the source or originating franchise from which another franchise, adaptation, or derivative work is based or derived.
-
E.
createdForFranchise
Indicates that something was created specifically to belong to, support, or be used within a particular franchise.
- F. None of above.
Provenance (3 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51751e4288190873bcc4dc140ac16 |
completed | April 19, 2026, 5:56 p.m. |
| PD | Predicate disambiguation | batch_69e44fed3fdc81908f4ed6a81db42416 |
completed | April 19, 2026, 3:45 a.m. |
Created at: April 10, 2026, 10:44 a.m.