Triple
T22125122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonny with a Chance |
E546772
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object | Steve Marmel |
—
|
NE NERFINISHED |
How this triple was built (3 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: Steve Marmel | Statement: [Sonny with a Chance, creator, Steve Marmel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Marmel Context triple: [Sonny with a Chance, creator, Steve Marmel]
-
A.
Cliff Dorfman
Cliff Dorfman is an American screenwriter and filmmaker best known for co-writing the acclaimed sports drama film "Warrior" (2011).
-
B.
Bob Engelman
Bob Engelman is a film producer best known for working on major Hollywood movies, including the hit comedy "The Mask."
-
C.
Marty Grabstein
Marty Grabstein is an American actor and voice actor best known for voicing the timid pink dog Courage in the animated series "Courage the Cowardly Dog."
-
D.
Dennis Marks
Dennis Marks is a name shared by several notable individuals, including an American television producer and writer and a British opera director and translator.
-
E.
Marty Cohen
Marty Cohen is a political scientist known for his co-authorship of the influential book "The Party Decides," which analyzes the role of party elites in U.S. presidential nominations.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Marmel Target entity description: Steve Marmel is an American television writer and producer best known for his work on Disney Channel and Nickelodeon series, including creating the sitcom "Sonny with a Chance."
-
A.
Cliff Dorfman
Cliff Dorfman is an American screenwriter and filmmaker best known for co-writing the acclaimed sports drama film "Warrior" (2011).
-
B.
Bob Engelman
Bob Engelman is a film producer best known for working on major Hollywood movies, including the hit comedy "The Mask."
-
C.
Marty Grabstein
Marty Grabstein is an American actor and voice actor best known for voicing the timid pink dog Courage in the animated series "Courage the Cowardly Dog."
-
D.
Dennis Marks
Dennis Marks is a name shared by several notable individuals, including an American television producer and writer and a British opera director and translator.
-
E.
Marty Cohen
Marty Cohen is a political scientist known for his co-authorship of the influential book "The Party Decides," which analyzes the role of party elites in U.S. presidential nominations.
- F. None of above. chosen
Provenance (2 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_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12980e2488190b58b541c8bee8480 |
completed | April 28, 2026, 9:41 p.m. |
Created at: April 16, 2026, 8:31 p.m.