Triple
T16228981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Substitute |
E393929
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Roy Frumkes |
—
|
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: Roy Frumkes | Statement: [The Substitute, screenwriter, Roy Frumkes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roy Frumkes Context triple: [The Substitute, screenwriter, Roy Frumkes]
-
A.
Frank Bracht
Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
-
B.
Frank Hagen
Frank Hagen is one of the sons of Tom Hagen, the fictional consigliere to the Corleone family in Mario Puzo’s "The Godfather" universe.
-
C.
Frank Griebe
Frank Griebe is a German cinematographer known for his visually distinctive work on films such as "Cloud Atlas" and his frequent collaborations with director Tom Tykwer.
-
D.
George Boemler
George Boemler was a film editor known for his work on classic Hollywood productions, including the musical comedy "High Society."
-
E.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roy Frumkes Target entity description: Roy Frumkes is an American filmmaker, writer, and educator best known for his work in cult and genre cinema, including screenwriting and producing independent horror and action films.
-
A.
Frank Bracht
Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
-
B.
Frank Hagen
Frank Hagen is one of the sons of Tom Hagen, the fictional consigliere to the Corleone family in Mario Puzo’s "The Godfather" universe.
-
C.
Frank Griebe
Frank Griebe is a German cinematographer known for his visually distinctive work on films such as "Cloud Atlas" and his frequent collaborations with director Tom Tykwer.
-
D.
George Boemler
George Boemler was a film editor known for his work on classic Hollywood productions, including the musical comedy "High Society."
-
E.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
- F. None of above. chosen
Provenance (2 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d2889688190ac04e4e9479cabf4 |
completed | April 17, 2026, 2:01 p.m. |
Created at: April 10, 2026, 5:03 a.m.