Triple
T7442644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kazaam |
E171791
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Roger Soffer
Roger Soffer is a screenwriter best known for his work on the 1996 fantasy comedy film "Kazaam."
|
E692228
|
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: Roger Soffer | Statement: [Kazaam, screenwriter, Roger Soffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roger Soffer Context triple: [Kazaam, screenwriter, Roger Soffer]
-
A.
Mark Rosenthal
Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
-
B.
Steven Fierberg
Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
-
C.
Ben Sobel
Ben Sobel is a neurotic psychiatrist who becomes entangled with a mob boss as his reluctant therapist in the comedy film "Analyze This."
-
D.
Glen Sobel
Glen Sobel is an American rock drummer best known for his work with Alice Cooper and various high-profile hard rock and metal acts.
-
E.
Roger Birnbaum
Roger Birnbaum is an American film producer and studio executive known for co-founding Spyglass Entertainment and producing numerous mainstream Hollywood films.
- 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: Roger Soffer Triple: [Kazaam, screenwriter, Roger Soffer]
Generated description
Roger Soffer is a screenwriter best known for his work on the 1996 fantasy comedy film "Kazaam."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roger Soffer Target entity description: Roger Soffer is a screenwriter best known for his work on the 1996 fantasy comedy film "Kazaam."
-
A.
Mark Rosenthal
Mark Rosenthal is an American screenwriter known for co-writing major Hollywood films, including contributing to the story for "Star Trek VI: The Undiscovered Country."
-
B.
Steven Fierberg
Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
-
C.
Ben Sobel
Ben Sobel is a neurotic psychiatrist who becomes entangled with a mob boss as his reluctant therapist in the comedy film "Analyze This."
-
D.
Glen Sobel
Glen Sobel is an American rock drummer best known for his work with Alice Cooper and various high-profile hard rock and metal acts.
-
E.
Roger Birnbaum
Roger Birnbaum is an American film producer and studio executive known for co-founding Spyglass Entertainment and producing numerous mainstream Hollywood films.
- 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_69c68a65402881908f7869368eb746fb |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f36d0fbc81908cb7cfe99f80de08 |
completed | March 27, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9f798cbfc8190b1106298c3f211a5 |
completed | March 30, 2026, 4:10 a.m. |
| NEDg | Description generation | batch_69c9f920f5a88190923352693f34465d |
completed | March 30, 2026, 4:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9f9838544819085000be27342036f |
completed | March 30, 2026, 4:18 a.m. |
Created at: March 27, 2026, 3:13 p.m.