Triple
T16056531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | From Beyond |
E389494
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Brian Yuzna
Brian Yuzna is an American filmmaker best known for producing and directing cult horror and science fiction films, including collaborations with Stuart Gordon and the Re-Animator series.
|
E1193404
|
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: Brian Yuzna | Statement: [From Beyond, producer, Brian Yuzna]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Yuzna Context triple: [From Beyond, producer, Brian Yuzna]
-
A.
Jon Spaihts
Jon Spaihts is an American screenwriter and producer best known for his work on major science fiction and blockbuster films such as "Prometheus," "Doctor Strange," and "Dune."
-
B.
Stuart Gordon
Stuart Gordon was an American filmmaker best known for his cult horror and science fiction films, particularly his H.P. Lovecraft adaptations.
-
C.
John Alden Carpenter
John Alden Carpenter was an American composer known for his early 20th-century orchestral and chamber works that blended classical forms with jazz and modernist influences.
-
D.
Jack Sholder
Jack Sholder is an American film director best known for his work in 1980s genre cinema, including the horror sequel "A Nightmare on Elm Street 2: Freddy's Revenge."
-
E.
Jack Hill
Jack Hill is an American film director best known for his influential 1970s exploitation and blaxploitation films, including several starring Pam Grier.
- 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: Brian Yuzna Triple: [From Beyond, producer, Brian Yuzna]
Generated description
Brian Yuzna is an American filmmaker best known for producing and directing cult horror and science fiction films, including collaborations with Stuart Gordon and the Re-Animator series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian Yuzna Target entity description: Brian Yuzna is an American filmmaker best known for producing and directing cult horror and science fiction films, including collaborations with Stuart Gordon and the Re-Animator series.
-
A.
Jon Spaihts
Jon Spaihts is an American screenwriter and producer best known for his work on major science fiction and blockbuster films such as "Prometheus," "Doctor Strange," and "Dune."
-
B.
Stuart Gordon
Stuart Gordon was an American filmmaker best known for his cult horror and science fiction films, particularly his H.P. Lovecraft adaptations.
-
C.
John Alden Carpenter
John Alden Carpenter was an American composer known for his early 20th-century orchestral and chamber works that blended classical forms with jazz and modernist influences.
-
D.
Jack Sholder
Jack Sholder is an American film director best known for his work in 1980s genre cinema, including the horror sequel "A Nightmare on Elm Street 2: Freddy's Revenge."
-
E.
Jack Hill
Jack Hill is an American film director best known for his influential 1970s exploitation and blaxploitation films, including several starring Pam Grier.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1837579488190964ca004c2eb01c4 |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe47a92608190993fe7f2c5957019 |
completed | May 10, 2026, 1:50 a.m. |
| NEDg | Description generation | batch_69ffe5ced2dc8190922b910d1a6c08d3 |
completed | May 10, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe687c204819092a4a8de0b9d624d |
completed | May 10, 2026, 1:59 a.m. |
Created at: April 10, 2026, 4:56 a.m.