Triple
T22269785
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stufish Entertainment Architects |
E550443
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Ray Winkler
Ray Winkler is a leading entertainment architect and designer known for creating large-scale stage and touring productions with Stufish Entertainment Architects.
|
E1529388
|
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: Ray Winkler | Statement: [Stufish Entertainment Architects, hasKeyPerson, Ray Winkler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ray Winkler Context triple: [Stufish Entertainment Architects, hasKeyPerson, Ray Winkler]
-
A.
Jerry Welbach
Jerry Welbach is the hapless, conflicted protagonist of the crime-comedy film "The Mexican," portrayed by Brad Pitt as a low-level criminal sent on a chaotic mission involving a legendary antique pistol.
-
B.
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.
-
C.
Don Walters
Don Walters is an American local politician who serves as the mayor of Cuyahoga Falls, Ohio.
-
D.
Ray Cusick
Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
-
E.
Lee Gilmer
Lee Gilmer was an individual significant enough to local aviation or the surrounding community that a regional airport was named in his honor.
- 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: Ray Winkler Triple: [Stufish Entertainment Architects, hasKeyPerson, Ray Winkler]
Generated description
Ray Winkler is a leading entertainment architect and designer known for creating large-scale stage and touring productions with Stufish Entertainment Architects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ray Winkler Target entity description: Ray Winkler is a leading entertainment architect and designer known for creating large-scale stage and touring productions with Stufish Entertainment Architects.
-
A.
Jerry Welbach
Jerry Welbach is the hapless, conflicted protagonist of the crime-comedy film "The Mexican," portrayed by Brad Pitt as a low-level criminal sent on a chaotic mission involving a legendary antique pistol.
-
B.
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.
-
C.
Don Walters
Don Walters is an American local politician who serves as the mayor of Cuyahoga Falls, Ohio.
-
D.
Ray Cusick
Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
-
E.
Lee Gilmer
Lee Gilmer was an individual significant enough to local aviation or the surrounding community that a regional airport was named in his honor.
- 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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f141bf53a481909e2c79de4144f332 |
completed | April 28, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc8bb0a88190a8da7d27af71dc95 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0acd9deed081908918511b31292add |
completed | May 18, 2026, 8:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ace5e9b948190bd4fb7092e6fb62e |
completed | May 18, 2026, 8:31 a.m. |
Created at: April 16, 2026, 8:40 p.m.