Triple
T15385787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BB-8 |
E367912
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Michael Arndt
Michael Arndt is an Academy Award–winning American screenwriter known for films such as "Little Miss Sunshine," "Toy Story 3," and his work on "Star Wars: The Force Awakens."
|
E236691
|
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: Michael Arndt | Statement: [BB-8, creator, Michael Arndt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Arndt Context triple: [BB-8, creator, Michael Arndt]
-
A.
Michael Arndt
Michael Arndt is an Academy Award–winning American screenwriter known for acclaimed films such as Little Miss Sunshine and Toy Story 3.
-
B.
Dan Goor
Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
-
C.
Christopher L. Yost
Christopher L. Yost is an American screenwriter and comic book writer known for his work on Marvel films and animated series, including co-writing the screenplay for Thor: Ragnarok.
-
D.
Drew Goddard
Drew Goddard is an American screenwriter, director, and producer known for works like "The Martian," "The Cabin in the Woods," and contributions to genre television series such as "Buffy the Vampire Slayer" and "Daredevil."
-
E.
Jon Berg
Jon Berg is a film producer and studio executive known for his work on major Hollywood blockbusters, including several DC Extended Universe films.
- 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: Michael Arndt Triple: [BB-8, creator, Michael Arndt]
Generated description
Michael Arndt is an Academy Award–winning American screenwriter known for films such as "Little Miss Sunshine," "Toy Story 3," and his work on "Star Wars: The Force Awakens."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Arndt Target entity description: Michael Arndt is an Academy Award–winning American screenwriter known for films such as "Little Miss Sunshine," "Toy Story 3," and his work on "Star Wars: The Force Awakens."
-
A.
Michael Arndt
chosen
Michael Arndt is an Academy Award–winning American screenwriter known for acclaimed films such as Little Miss Sunshine and Toy Story 3.
-
B.
Dan Goor
Dan Goor is an American television writer and producer best known for co-creating the comedy series "Brooklyn Nine-Nine" and his work on shows like "Parks and Recreation."
-
C.
Christopher L. Yost
Christopher L. Yost is an American screenwriter and comic book writer known for his work on Marvel films and animated series, including co-writing the screenplay for Thor: Ragnarok.
-
D.
Drew Goddard
Drew Goddard is an American screenwriter, director, and producer known for works like "The Martian," "The Cabin in the Woods," and contributions to genre television series such as "Buffy the Vampire Slayer" and "Daredevil."
-
E.
Jon Berg
Jon Berg is a film producer and studio executive known for his work on major Hollywood blockbusters, including several DC Extended Universe films.
- F. None of above.
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_69d85a1551a08190ba2caea7cd51c639 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e74ff70819094c1a85f51d6e228 |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff219a285481909eef3ec6e523573c |
completed | May 9, 2026, 11:59 a.m. |
| NEDg | Description generation | batch_69ff22b9c980819093e05036ba21eaf0 |
completed | May 9, 2026, 12:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff2339ae808190bf2d4676215399c0 |
completed | May 9, 2026, 12:06 p.m. |
Created at: April 10, 2026, 3:19 a.m.