Triple
T5752931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Damsels in Distress |
E126893
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Martin Shafer
Martin Shafer is a film producer best known for his work on independent and arthouse movies, including collaborations with director Whit Stillman.
|
E577298
|
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: Martin Shafer | Statement: [Damsels in Distress, producer, Martin Shafer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Shafer Context triple: [Damsels in Distress, producer, Martin Shafer]
-
A.
Michael Vavitch
Michael Vavitch was a silent-era film actor known for his role in the 1924 drama "The Red Lily."
-
B.
Richard Masur
Richard Masur is an American character actor known for his extensive film and television work since the 1970s, including roles in movies like "Risky Business" and the miniseries "It."
-
C.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
D.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
E.
Andrew Meyer
Andrew Meyer is a fictional character in the television series "Veep," known as the ex-husband of main character Selina Meyer and the father of her daughter Catherine.
- 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: Martin Shafer Triple: [Damsels in Distress, producer, Martin Shafer]
Generated description
Martin Shafer is a film producer best known for his work on independent and arthouse movies, including collaborations with director Whit Stillman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Shafer Target entity description: Martin Shafer is a film producer best known for his work on independent and arthouse movies, including collaborations with director Whit Stillman.
-
A.
Michael Vavitch
Michael Vavitch was a silent-era film actor known for his role in the 1924 drama "The Red Lily."
-
B.
Richard Masur
Richard Masur is an American character actor known for his extensive film and television work since the 1970s, including roles in movies like "Risky Business" and the miniseries "It."
-
C.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
D.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
E.
Andrew Meyer
Andrew Meyer is a fictional character in the television series "Veep," known as the ex-husband of main character Selina Meyer and the father of her daughter Catherine.
- 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_69c20d02748c819086f3b66a36201fdc |
completed | March 24, 2026, 4:03 a.m. |
| NEDg | Description generation | batch_69c21082ef64819088b7a43f096f4f71 |
completed | March 24, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c210a945b081909c99874fad952f13 |
completed | March 24, 2026, 4:18 a.m. |
Created at: March 22, 2026, 3:48 p.m.