Triple
T550833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | From Dusk Till Dawn |
E11835
|
entity |
| Predicate | storyBy |
P1955
|
FINISHED |
| Object |
Robert Kurtzman
Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
|
E89706
|
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: Robert Kurtzman | Statement: [From Dusk Till Dawn, storyBy, Robert Kurtzman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Kurtzman Context triple: [From Dusk Till Dawn, storyBy, Robert Kurtzman]
-
A.
David A. Newman
David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
-
B.
Joe Schoen
Joe Schoen is an American football executive best known as the general manager who helped lead the New York Giants’ recent roster rebuild and organizational turnaround.
-
C.
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.
-
D.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
-
E.
Ralph Kiner
Ralph Kiner was a Hall of Fame power-hitting outfielder renowned for leading the National League in home runs for seven consecutive seasons in the late 1940s and early 1950s.
- 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: Robert Kurtzman Triple: [From Dusk Till Dawn, storyBy, Robert Kurtzman]
Generated description
Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Kurtzman Target entity description: Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
-
A.
David A. Newman
David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
-
B.
Joe Schoen
Joe Schoen is an American football executive best known as the general manager who helped lead the New York Giants’ recent roster rebuild and organizational turnaround.
-
C.
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.
-
D.
Charles Roven
Charles Roven is an American film producer known for his work on major Hollywood blockbusters, including Christopher Nolan’s films such as Oppenheimer and The Dark Knight trilogy.
-
E.
Ralph Kiner
Ralph Kiner was a Hall of Fame power-hitting outfielder renowned for leading the National League in home runs for seven consecutive seasons in the late 1940s and early 1950s.
- 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a499030cf4819089b9163102255e49 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e2e20c08190af76454812a0c88b |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a65ef36bac8190806ab440c3bdd6fa |
completed | March 3, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65f5c0ec88190888d4e8ca3fc04fc |
completed | March 3, 2026, 4:11 a.m. |
Created at: March 1, 2026, 7:32 p.m.