Triple
T5752913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Damsels in Distress |
E126893
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Whit Stillman
Whit Stillman is an American filmmaker and writer known for his witty, literate comedies of manners exploring the lives and social rituals of the urban upper-middle class.
|
E545605
|
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: Whit Stillman | Statement: [Damsels in Distress, director, Whit Stillman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Whit Stillman Context triple: [Damsels in Distress, director, Whit Stillman]
-
A.
Rebecca Miller
Rebecca Miller is an American filmmaker, screenwriter, and novelist known for works such as "Personal Velocity" and "The Private Lives of Pippa Lee."
-
B.
Alexander Payne
Alexander Payne is an American film director and screenwriter known for his character-driven, satirical dramas such as "Sideways," "The Descendants," and "Nebraska."
-
C.
Noah Baumbach
Noah Baumbach is an American filmmaker and screenwriter known for his sharply observed, character-driven dramas and comedies such as "The Squid and the Whale," "Frances Ha," and "Marriage Story."
-
D.
Lynn Shelton
Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
-
E.
Joe Swanberg
Joe Swanberg is an American independent filmmaker and actor known for his low-budget, improvisational “mumblecore” films exploring relationships and everyday life.
- 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: Whit Stillman Triple: [Damsels in Distress, director, Whit Stillman]
Generated description
Whit Stillman is an American filmmaker and writer known for his witty, literate comedies of manners exploring the lives and social rituals of the urban upper-middle class.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Whit Stillman Target entity description: Whit Stillman is an American filmmaker and writer known for his witty, literate comedies of manners exploring the lives and social rituals of the urban upper-middle class.
-
A.
Rebecca Miller
Rebecca Miller is an American filmmaker, screenwriter, and novelist known for works such as "Personal Velocity" and "The Private Lives of Pippa Lee."
-
B.
Alexander Payne
Alexander Payne is an American film director and screenwriter known for his character-driven, satirical dramas such as "Sideways," "The Descendants," and "Nebraska."
-
C.
Noah Baumbach
Noah Baumbach is an American filmmaker and screenwriter known for his sharply observed, character-driven dramas and comedies such as "The Squid and the Whale," "Frances Ha," and "Marriage Story."
-
D.
Lynn Shelton
Lynn Shelton was an American filmmaker and television director known for her work in independent cinema and on acclaimed TV series.
-
E.
Joe Swanberg
Joe Swanberg is an American independent filmmaker and actor known for his low-budget, improvisational “mumblecore” films exploring relationships and everyday life.
- 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_69c00832aedc81909899801b141fa3b4 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029032ba08190ae4062d74ab271ee |
completed | March 22, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e3e71988190a938a6d175023028 |
completed | March 22, 2026, 11:41 p.m. |
| NEDg | Description generation | batch_69c08cf206188190a4e5bb2649d97be9 |
completed | March 23, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08dc6a358819093c10c4ee0b598e7 |
completed | March 23, 2026, 12:48 a.m. |
Created at: March 22, 2026, 3:48 p.m.