Triple
T5293910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blade Runner 2049 |
E119808
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Hampton Fancher
Hampton Fancher is an American screenwriter, producer, and former actor best known for co-writing the science fiction films Blade Runner and Blade Runner 2049.
|
E526109
|
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: Hampton Fancher | Statement: [Blade Runner 2049, screenwriter, Hampton Fancher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hampton Fancher Context triple: [Blade Runner 2049, screenwriter, Hampton Fancher]
-
A.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
B.
Stuart Rosenberg
Stuart Rosenberg was an American film and television director best known for character-driven dramas such as "Cool Hand Luke" and various notable works of the 1960s and 1970s.
-
C.
Robert Rodat
Robert Rodat is an American screenwriter and producer best known for writing the film "Saving Private Ryan" and creating the science fiction television series "Falling Skies."
-
D.
John Irvin
John Irvin is a British film director known for his work on war and action dramas, including the 1980 mercenary film "The Dogs of War."
-
E.
Russell Carpenter
Russell Carpenter is an Academy Award–winning American cinematographer best known for his work on major films such as Titanic and other high-profile Hollywood productions.
- 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: Hampton Fancher Triple: [Blade Runner 2049, screenwriter, Hampton Fancher]
Generated description
Hampton Fancher is an American screenwriter, producer, and former actor best known for co-writing the science fiction films Blade Runner and Blade Runner 2049.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hampton Fancher Target entity description: Hampton Fancher is an American screenwriter, producer, and former actor best known for co-writing the science fiction films Blade Runner and Blade Runner 2049.
-
A.
Lawrence Kasdan
Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
-
B.
Stuart Rosenberg
Stuart Rosenberg was an American film and television director best known for character-driven dramas such as "Cool Hand Luke" and various notable works of the 1960s and 1970s.
-
C.
Robert Rodat
Robert Rodat is an American screenwriter and producer best known for writing the film "Saving Private Ryan" and creating the science fiction television series "Falling Skies."
-
D.
John Irvin
John Irvin is a British film director known for his work on war and action dramas, including the 1980 mercenary film "The Dogs of War."
-
E.
Russell Carpenter
Russell Carpenter is an Academy Award–winning American cinematographer best known for his work on major films such as Titanic and other high-profile Hollywood productions.
- 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_69bd446f22b88190b6a47fb91c68a3e7 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84f034f081908027a43120b6e122 |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfabe6de448190a4e0c2e537a2e045 |
completed | March 22, 2026, 8:44 a.m. |
| NEDg | Description generation | batch_69bfadf4a0bc8190a53265127e5e5cf8 |
completed | March 22, 2026, 8:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfae4cc484819089e42b82e5638d0c |
completed | March 22, 2026, 8:54 a.m. |
Created at: March 20, 2026, 1:52 p.m.