Triple
T9762017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Arndt |
E236691
|
entity |
| Predicate | workedOnScriptFor |
P25235
|
FINISHED |
| Object | Star Wars: The Force Awakens |
E74811
|
NE FINISHED |
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: Star Wars: The Force Awakens | Statement: [Michael Arndt, workedOnScriptFor, Star Wars: The Force Awakens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Star Wars: The Force Awakens Context triple: [Michael Arndt, workedOnScriptFor, Star Wars: The Force Awakens]
-
A.
Star Wars: The Force Awakens
chosen
Star Wars: The Force Awakens is the 2015 science-fiction film that relaunched the Star Wars saga, introducing a new generation of characters while continuing the original storyline.
-
B.
Star Wars: The Last Jedi
Star Wars: The Last Jedi is a 2017 epic space opera film in the Star Wars saga that continues the story of Rey, Kylo Ren, and the Resistance in their struggle against the First Order.
-
C.
A Star Wars Story
A Star Wars Story is a branding subtitle used for standalone anthology films set in the Star Wars universe, such as Rogue One and Solo.
-
D.
Solo: A Star Wars Story
Solo: A Star Wars Story is a 2018 Star Wars franchise spin-off film that explores the early adventures and origins of the iconic smuggler Han Solo.
-
E.
Star Wars: The Rise of Skywalker
Star Wars: The Rise of Skywalker is the 2019 concluding film of the Star Wars sequel trilogy, depicting the final battle between the Resistance and the resurrected Emperor Palpatine while resolving the Skywalker saga.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: workedOnScriptFor Context triple: [Michael Arndt, workedOnScriptFor, Star Wars: The Force Awakens]
-
A.
workedOnCharacter
Indicates that an entity contributed effort or labor to developing, portraying, or otherwise engaging with a particular character.
-
B.
scriptTypeWorkedOn
Indicates the type or category of script that an entity has worked on or contributed to.
-
C.
workedUnder
Indicates that one entity was hierarchically subordinate to and performed work under the supervision or authority of another entity.
-
D.
screenwriterOfWork
chosen
Indicates that a person served as the screenwriter (wrote the screenplay) for a particular creative work.
-
E.
workedOnGenre
Indicates that an entity (such as a person or organization) has done work related to a particular genre.
- F. None of above.
Provenance (4 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_69ca84d64f6c8190a4ed4e9f5936eda5 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda04c70108190a8ed09eb6f2a124e |
completed | April 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c41022908190a5f55291a2323691 |
completed | April 5, 2026, 2:08 a.m. |
| PD | Predicate disambiguation | batch_69cd03d0772c8190bd1750cf1cfba309 |
completed | April 1, 2026, 11:38 a.m. |
Created at: March 30, 2026, 8:25 p.m.