Triple
T20248401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Concrete Cowboy |
E498485
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Dan Walser
Dan Walser is a screenwriter best known for co-writing the 2020 drama film "Concrete Cowboy."
|
E1447904
|
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: Dan Walser | Statement: [Concrete Cowboy, screenwriter, Dan Walser]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Walser Context triple: [Concrete Cowboy, screenwriter, Dan Walser]
-
A.
David Winkler
David Winkler is an American film producer known for his work on major Hollywood movies, including entries in the Rocky/Creed franchise.
-
B.
Tim Wallach
Tim Wallach is a former Major League Baseball third baseman and five-time All-Star, best known for his long tenure with the Montreal Expos.
-
C.
Eric Marienthal
Eric Marienthal is an American contemporary jazz saxophonist known for his work in jazz fusion and smooth jazz, including prominent collaborations with leading artists and bands.
-
D.
Mel Winkler
Mel Winkler was an American character actor best known for his distinctive voice work in video games and animation, as well as supporting roles in film and television.
-
E.
Jerry Reuss
Jerry Reuss is a former Major League Baseball left-handed pitcher best known for his long career from the late 1960s through the 1980s, including an All-Star stint and World Series title with the Los Angeles Dodgers.
- 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: Dan Walser Triple: [Concrete Cowboy, screenwriter, Dan Walser]
Generated description
Dan Walser is a screenwriter best known for co-writing the 2020 drama film "Concrete Cowboy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Walser Target entity description: Dan Walser is a screenwriter best known for co-writing the 2020 drama film "Concrete Cowboy."
-
A.
David Winkler
David Winkler is an American film producer known for his work on major Hollywood movies, including entries in the Rocky/Creed franchise.
-
B.
Tim Wallach
Tim Wallach is a former Major League Baseball third baseman and five-time All-Star, best known for his long tenure with the Montreal Expos.
-
C.
Eric Marienthal
Eric Marienthal is an American contemporary jazz saxophonist known for his work in jazz fusion and smooth jazz, including prominent collaborations with leading artists and bands.
-
D.
Mel Winkler
Mel Winkler was an American character actor best known for his distinctive voice work in video games and animation, as well as supporting roles in film and television.
-
E.
Jerry Reuss
Jerry Reuss is a former Major League Baseball left-handed pitcher best known for his long career from the late 1960s through the 1980s, including an All-Star stint and World Series title with the Los Angeles Dodgers.
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a5ce4081908dff86ed4c613fd6 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e8202e748190a043ac51dc8faa01 |
completed | May 16, 2026, 9:56 p.m. |
| NEDg | Description generation | batch_6a08e88b1e1c8190a02a52e50470ce79 |
completed | May 16, 2026, 9:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e923a134819082e8d677c420f8ce |
completed | May 16, 2026, 10:01 p.m. |
Created at: April 11, 2026, 11:40 p.m.