Triple
T21921586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Simpsons Movie |
E541328
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John Swartzwelder
John Swartzwelder is a reclusive American comedy writer best known as one of the most prolific and influential writers in the history of the animated television series "The Simpsons."
|
E1507337
|
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: John Swartzwelder | Statement: [The Simpsons Movie, screenwriter, John Swartzwelder]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Swartzwelder Context triple: [The Simpsons Movie, screenwriter, John Swartzwelder]
-
A.
Michael J. Nelson
Michael J. Nelson is an American writer, comedian, and actor best known as the head writer and host of the cult television series "Mystery Science Theater 3000."
-
B.
Michael Lembeck
Michael Lembeck is an American director and actor best known for his work on family comedies and popular television series such as "Friends."
-
C.
Dan Dierdorf
Dan Dierdorf is a Hall of Fame American football offensive lineman and longtime broadcaster best known for his standout career with the NFL’s St. Louis Cardinals.
-
D.
Ken Waterman
Ken Waterman is known primarily as the brother of English actor and singer Dennis Waterman.
-
E.
Michael Klingensmith
Michael Klingensmith is an American media executive best known for helping launch and lead major magazine brands, including playing a key role in the creation of Entertainment Weekly.
- 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: John Swartzwelder Triple: [The Simpsons Movie, screenwriter, John Swartzwelder]
Generated description
John Swartzwelder is a reclusive American comedy writer best known as one of the most prolific and influential writers in the history of the animated television series "The Simpsons."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Swartzwelder Target entity description: John Swartzwelder is a reclusive American comedy writer best known as one of the most prolific and influential writers in the history of the animated television series "The Simpsons."
-
A.
Michael J. Nelson
Michael J. Nelson is an American writer, comedian, and actor best known as the head writer and host of the cult television series "Mystery Science Theater 3000."
-
B.
Michael Lembeck
Michael Lembeck is an American director and actor best known for his work on family comedies and popular television series such as "Friends."
-
C.
Dan Dierdorf
Dan Dierdorf is a Hall of Fame American football offensive lineman and longtime broadcaster best known for his standout career with the NFL’s St. Louis Cardinals.
-
D.
Ken Waterman
Ken Waterman is known primarily as the brother of English actor and singer Dennis Waterman.
-
E.
Michael Klingensmith
Michael Klingensmith is an American media executive best known for helping launch and lead major magazine brands, including playing a key role in the creation of Entertainment Weekly.
- 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_69e0c47d74488190a15119108794a307 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1233c29008190b84ae551b14eb2db |
completed | April 28, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a5a1679888190a344089520993127 |
completed | May 18, 2026, 12:15 a.m. |
| NEDg | Description generation | batch_6a0a5b0d434481909d2d011c2449bf69 |
completed | May 18, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a5ba4fb5c8190994938f704603690 |
completed | May 18, 2026, 12:21 a.m. |
Created at: April 16, 2026, 7:45 p.m.