Triple
T12892945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Volunteers |
E308413
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Ken Levine
Ken Levine is an American television writer, producer, and director best known for his work on hit sitcoms such as M*A*S*H, Cheers, and Frasier.
|
E1007924
|
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: Ken Levine | Statement: [Volunteers, screenwriter, Ken Levine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ken Levine Context triple: [Volunteers, screenwriter, Ken Levine]
-
A.
Chris Mundy
Chris Mundy is a television writer and producer best known as the showrunner of the crime drama series "Ozark."
-
B.
Matt Shafer
Matt 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.
-
C.
Neil Druckmann
Neil Druckmann is a video game writer, director, and executive at Naughty Dog best known for co-creating and writing The Last of Us franchise and its television adaptation.
-
D.
Warren Spector
Warren Spector is an influential American video game designer and producer best known for pioneering immersive sim titles such as Deus Ex and System Shock.
-
E.
Cliff Bleszinski
Cliff Bleszinski is an American video game designer best known for his influential work at Epic Games, where he helped shape modern third-person shooters and popularized the Gears of War franchise.
- 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: Ken Levine Triple: [Volunteers, screenwriter, Ken Levine]
Generated description
Ken Levine is an American television writer, producer, and director best known for his work on hit sitcoms such as M*A*S*H, Cheers, and Frasier.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ken Levine Target entity description: Ken Levine is an American television writer, producer, and director best known for his work on hit sitcoms such as M*A*S*H, Cheers, and Frasier.
-
A.
Chris Mundy
Chris Mundy is a television writer and producer best known as the showrunner of the crime drama series "Ozark."
-
B.
Matt Shafer
Matt 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.
-
C.
Neil Druckmann
Neil Druckmann is a video game writer, director, and executive at Naughty Dog best known for co-creating and writing The Last of Us franchise and its television adaptation.
-
D.
Warren Spector
Warren Spector is an influential American video game designer and producer best known for pioneering immersive sim titles such as Deus Ex and System Shock.
-
E.
Cliff Bleszinski
Cliff Bleszinski is an American video game designer best known for his influential work at Epic Games, where he helped shape modern third-person shooters and popularized the Gears of War franchise.
- 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_69d7bdf7c1f0819098102569a8d8cbf5 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971484aa08190a8adfafabe600903 |
completed | April 10, 2026, 9:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a55be3288190b2bc0bd197431db3 |
completed | May 3, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69f6a6179cdc8190976daa1384032445 |
completed | May 3, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a6cbec348190a96a0194b2d6be4b |
completed | May 3, 2026, 1:37 a.m. |
Created at: April 9, 2026, 5:40 p.m.