Triple
T3537994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Star Wars: The Force Awakens |
E74811
|
entity |
| Predicate | usesSpecialEffects |
P3489
|
FINISHED |
| Object | Industrial Light & Magic |
E39781
|
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: Industrial Light & Magic | Statement: [Star Wars: The Force Awakens, usesSpecialEffects, Industrial Light & Magic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industrial Light & Magic Context triple: [Star Wars: The Force Awakens, usesSpecialEffects, Industrial Light & Magic]
-
A.
Industrial Light & Magic
chosen
Industrial Light & Magic is a pioneering visual effects company renowned for revolutionizing special effects in blockbuster films and advancing cutting-edge digital filmmaking technologies.
-
B.
Weta Digital
Weta Digital is a renowned New Zealand-based visual effects studio best known for its groundbreaking CGI work on major films such as The Lord of the Rings trilogy, Avatar, and the Planet of the Apes series.
-
C.
Weta Workshop
Weta Workshop is a New Zealand-based special effects and prop design studio renowned for its groundbreaking work on major fantasy and science-fiction films.
-
D.
Rhythm & Hues Studios
Rhythm & Hues Studios is an American visual effects and animation company renowned for its work on major Hollywood films and for winning multiple Academy Awards for Best Visual Effects.
-
E.
Framestore
Framestore is a leading British visual effects and animation studio renowned for its work on major feature films, television, and commercials.
- 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: usesSpecialEffects Context triple: [Star Wars: The Force Awakens, usesSpecialEffects, Industrial Light & Magic]
-
A.
specialEffectsBy
chosen
Indicates that the special effects for something (such as a film, scene, or shot) are created or provided by a particular person or entity.
-
B.
usesEffectType
Indicates that an entity employs or is associated with a particular type or category of effect in its operation or behavior.
-
C.
hasSpecial
Indicates that an entity possesses or is associated with a distinctive or exceptional attribute, status, or feature compared to others.
-
D.
hasSpecials
Indicates that an entity offers or is associated with special deals, promotions, or limited-time offers.
-
E.
providesSensoryEffects
Indicates that one entity causes or contributes to sensory experiences or perceptions in another entity.
- 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_69ad85d274cc8190ab59c97298a1cfbf |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbcc928248190b851f8280d58cfcf |
completed | March 8, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bd4d5f4819095c962f01fc6f7e8 |
completed | March 13, 2026, 4 a.m. |
| PD | Predicate disambiguation | batch_69adae13ab808190a5d6ecdc7543445e |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:20 p.m.