Triple
T1715005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | It (2017 film) |
E37270
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Gary Dauberman
Gary Dauberman is an American screenwriter and director best known for his work on modern horror franchises, including several films in The Conjuring Universe and the adaptation of Stephen King’s It.
|
E194693
|
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: Gary Dauberman | Statement: [It (2017 film), screenwriter, Gary Dauberman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Dauberman Context triple: [It (2017 film), screenwriter, Gary Dauberman]
-
A.
Dan Goor
Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
-
B.
Derek Kolstad
Derek Kolstad is an American screenwriter best known as the creator and primary writer of the John Wick action film franchise.
-
C.
David S. Goyer
David S. Goyer is an American screenwriter, director, and producer best known for his work on major superhero films such as Christopher Nolan’s Batman trilogy and the Blade series.
-
D.
Joe Hill
Joe Hill is an American author known for his horror and dark fantasy novels and comics, and is the son of writer Stephen King.
-
E.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
- 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: Gary Dauberman Triple: [It (2017 film), screenwriter, Gary Dauberman]
Generated description
Gary Dauberman is an American screenwriter and director best known for his work on modern horror franchises, including several films in The Conjuring Universe and the adaptation of Stephen King’s It.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Dauberman Target entity description: Gary Dauberman is an American screenwriter and director best known for his work on modern horror franchises, including several films in The Conjuring Universe and the adaptation of Stephen King’s It.
-
A.
Dan Goor
Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
-
B.
Derek Kolstad
Derek Kolstad is an American screenwriter best known as the creator and primary writer of the John Wick action film franchise.
-
C.
David S. Goyer
David S. Goyer is an American screenwriter, director, and producer best known for his work on major superhero films such as Christopher Nolan’s Batman trilogy and the Blade series.
-
D.
Joe Hill
Joe Hill is an American author known for his horror and dark fantasy novels and comics, and is the son of writer Stephen King.
-
E.
Steven S. DeKnight
Steven S. DeKnight is an American writer, producer, and director best known for his work on genre television series like Spartacus and Marvel's Daredevil, as well as his feature film directing.
- 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa633349248190822e560fde817fc7 |
completed | March 6, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ae3ea048190b25beeb4bd7306ce |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad979b7f2c819094c907bed705db3b |
completed | March 8, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad9831a87c819089fc3b590ab7ecb2 |
completed | March 8, 2026, 3:39 p.m. |
Created at: March 4, 2026, 7:30 p.m.