Triple
T9835591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | It Comes at Night |
E239091
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Trey Edward Shults
Trey Edward Shults is an American filmmaker known for his intense, character-driven dramas and psychological horror films such as "Krisha," "It Comes at Night," and "Waves."
|
E825322
|
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: Trey Edward Shults | Statement: [It Comes at Night, director, Trey Edward Shults]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trey Edward Shults Context triple: [It Comes at Night, director, Trey Edward Shults]
-
A.
Sean Durkin
Sean Durkin is a British-Canadian filmmaker best known for writing and directing the psychological drama "Martha Marcy May Marlene" and for his work on character-driven, atmospheric films and television.
-
B.
Alex Ross Perry
Alex Ross Perry is an American filmmaker and screenwriter known for his sharp, character-driven independent films such as "Listen Up Philip" and "Queen of Earth."
-
C.
Sean Baker
Sean Baker is an American filmmaker known for his naturalistic, character-driven independent films that often focus on marginalized communities, including the critically acclaimed drama "The Florida Project."
-
D.
Antonio Campos
Antonio Campos is an American filmmaker known for his dark, character-driven dramas and thrillers, including works like "The Devil All the Time" and "Christine."
-
E.
Destin Daniel Cretton
Destin Daniel Cretton is an American filmmaker known for directing character-driven dramas like "Short Term 12" and major studio projects such as Marvel's "Shang-Chi and the Legend of the Ten Rings."
- 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: Trey Edward Shults Triple: [It Comes at Night, director, Trey Edward Shults]
Generated description
Trey Edward Shults is an American filmmaker known for his intense, character-driven dramas and psychological horror films such as "Krisha," "It Comes at Night," and "Waves."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trey Edward Shults Target entity description: Trey Edward Shults is an American filmmaker known for his intense, character-driven dramas and psychological horror films such as "Krisha," "It Comes at Night," and "Waves."
-
A.
Sean Durkin
Sean Durkin is a British-Canadian filmmaker best known for writing and directing the psychological drama "Martha Marcy May Marlene" and for his work on character-driven, atmospheric films and television.
-
B.
Alex Ross Perry
Alex Ross Perry is an American filmmaker and screenwriter known for his sharp, character-driven independent films such as "Listen Up Philip" and "Queen of Earth."
-
C.
Sean Baker
Sean Baker is an American filmmaker known for his naturalistic, character-driven independent films that often focus on marginalized communities, including the critically acclaimed drama "The Florida Project."
-
D.
Antonio Campos
Antonio Campos is an American filmmaker known for his dark, character-driven dramas and thrillers, including works like "The Devil All the Time" and "Christine."
-
E.
Destin Daniel Cretton
Destin Daniel Cretton is an American filmmaker known for directing character-driven dramas like "Short Term 12" and major studio projects such as Marvel's "Shang-Chi and the Legend of the Ten Rings."
- 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_69ca84e314108190978324a4bdb959f8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb339aa1c8190901d8e660cef49c5 |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5c8f1a48190a4e7b6cda8ee88d5 |
completed | April 5, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69d1d6a385ac8190b5dd11adfbb7578d |
completed | April 5, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d74e7a148190a9470745bfd7ad42 |
completed | April 5, 2026, 3:30 a.m. |
Created at: March 30, 2026, 8:33 p.m.