Triple
T21565671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Killing Custer |
E532156
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Paul Stekler
Paul Stekler is an American documentary filmmaker and political scientist known for his films on U.S. politics and history.
|
E1536708
|
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: Paul Stekler | Statement: [Killing Custer, coAuthor, Paul Stekler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Stekler Context triple: [Killing Custer, coAuthor, Paul Stekler]
-
A.
Glenn Fleshler
Glenn Fleshler is an American character actor known for his intense and often menacing roles in film and television, including appearances in projects like "True Detective," "Billions," and "Joker."
-
B.
Hal Bidlack
Hal Bidlack is an American political science professor, retired U.S. Air Force officer, and public speaker known for his work in skepticism and secular humanism.
-
C.
Ed Lauter
Ed Lauter was an American character actor known for his distinctive bald-headed look and prolific supporting roles in films and television from the 1970s onward.
-
D.
John Schulian
John Schulian is an American writer and television producer best known for co-creating the hit fantasy-adventure series "Xena: Warrior Princess."
-
E.
Andrew Weisblum
Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
- 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: Paul Stekler Triple: [Killing Custer, coAuthor, Paul Stekler]
Generated description
Paul Stekler is an American documentary filmmaker and political scientist known for his films on U.S. politics and history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Stekler Target entity description: Paul Stekler is an American documentary filmmaker and political scientist known for his films on U.S. politics and history.
-
A.
Glenn Fleshler
Glenn Fleshler is an American character actor known for his intense and often menacing roles in film and television, including appearances in projects like "True Detective," "Billions," and "Joker."
-
B.
Hal Bidlack
Hal Bidlack is an American political science professor, retired U.S. Air Force officer, and public speaker known for his work in skepticism and secular humanism.
-
C.
Ed Lauter
Ed Lauter was an American character actor known for his distinctive bald-headed look and prolific supporting roles in films and television from the 1970s onward.
-
D.
John Schulian
John Schulian is an American writer and television producer best known for co-creating the hit fantasy-adventure series "Xena: Warrior Princess."
-
E.
Andrew Weisblum
Andrew Weisblum is an American film editor known for his work on major feature films, including collaborations with directors like Darren Aronofsky and Wes Anderson.
- 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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eee9c912a08190952bbc9217a957d9 |
completed | April 27, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c554fac81908e6159bba70e310e |
completed | May 18, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0b0cfa58cc819085e976bf76fbf149 |
completed | May 18, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0d534f1481908e74f754426d321f |
completed | May 18, 2026, 1 p.m. |
Created at: April 16, 2026, 6:30 p.m.