Triple
T4750029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gully |
E105454
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Ryan B. Johnson
Ryan B. Johnson is a film and television producer known for his work on projects such as the movie "Gully."
|
E467242
|
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: Ryan B. Johnson | Statement: [Gully, producer, Ryan B. Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan B. Johnson Context triple: [Gully, producer, Ryan B. Johnson]
-
A.
Ryan S. Reed
Ryan S. Reed is an American Anglican bishop who serves as the ecclesiastical leader of the Episcopal Diocese of Fort Worth.
-
B.
Josh Gudwin
Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
-
C.
Scott M. Gimple
Scott M. Gimple is an American television writer and producer best known for serving as showrunner and chief content officer of The Walking Dead franchise.
-
D.
Brian MacDevitt
Brian MacDevitt is a Tony Award–winning American lighting designer renowned for his work on numerous high-profile Broadway productions.
-
E.
Jason Epperson
Jason Epperson, better known as Jay E, is an American hip-hop producer recognized for his influential work with Nelly and the St. Lunatics collective.
- 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: Ryan B. Johnson Triple: [Gully, producer, Ryan B. Johnson]
Generated description
Ryan B. Johnson is a film and television producer known for his work on projects such as the movie "Gully."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan B. Johnson Target entity description: Ryan B. Johnson is a film and television producer known for his work on projects such as the movie "Gully."
-
A.
Ryan S. Reed
Ryan S. Reed is an American Anglican bishop who serves as the ecclesiastical leader of the Episcopal Diocese of Fort Worth.
-
B.
Josh Gudwin
Josh Gudwin is a Grammy-winning Canadian recording and mixing engineer best known for his work with major pop artists such as Justin Bieber.
-
C.
Scott M. Gimple
Scott M. Gimple is an American television writer and producer best known for serving as showrunner and chief content officer of The Walking Dead franchise.
-
D.
Brian MacDevitt
Brian MacDevitt is a Tony Award–winning American lighting designer renowned for his work on numerous high-profile Broadway productions.
-
E.
Jason Epperson
Jason Epperson, better known as Jay E, is an American hip-hop producer recognized for his influential work with Nelly and the St. Lunatics collective.
- 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_69bd43f07fa48190954317d01600994a |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64c83af48190bd57be79c1505e9d |
completed | March 20, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be3a561a7c8190a5ab87751ab36e0d |
completed | March 21, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69be3d2063e48190afb3fdfd5ad6749f |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3d99a288819088e42e04de5c17a4 |
completed | March 21, 2026, 6:41 a.m. |
Created at: March 20, 2026, 1:20 p.m.