Triple

T2138270
Position Surface form Disambiguated ID Type / Status
Subject Weta Workshop E46702 entity
Predicate notableWork P4 FINISHED
Object Ghost in the Shell (2017 film)
Ghost in the Shell (2017 film) is a live-action cyberpunk science fiction movie, adapted from the Japanese manga of the same name, that follows a cyborg counterterrorism operative questioning her identity in a high-tech future.
 E238142 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: Ghost in the Shell (2017 film) | Statement: [Weta Workshop, notableWork, Ghost in the Shell (2017 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ghost in the Shell (2017 film)
Context triple: [Weta Workshop, notableWork, Ghost in the Shell (2017 film)]
  • A. Blade Runner 2049
    Blade Runner 2049 is a 2017 neo-noir science fiction film, directed by Denis Villeneuve and acclaimed for its visually stunning cinematography and philosophical exploration of identity and humanity.
  • B. Alita: Battle Angel
    Alita: Battle Angel is a 2019 cyberpunk action film, produced by James Cameron and directed by Robert Rodriguez, that adapts Yukito Kishiro’s manga about a powerful cyborg girl navigating a dystopian future.
  • C. Ex Machina
    Ex Machina is a 2014 science fiction psychological thriller film about artificial intelligence and human consciousness, written and directed by Alex Garland.
  • D. The Matrix Resurrections
    The Matrix Resurrections is a 2021 science fiction action film and the fourth installment in the Matrix franchise, revisiting its cyberpunk world with returning and new characters under the direction of Lana Wachowski.
  • E. Blade Runner
    Blade Runner is a 1982 neo-noir science fiction film set in a dystopian future where a "blade runner" hunts bioengineered replicants, renowned for its atmospheric visuals and philosophical themes about humanity and identity.
  • 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: Ghost in the Shell (2017 film)
Triple: [Weta Workshop, notableWork, Ghost in the Shell (2017 film)]
Generated description
Ghost in the Shell (2017 film) is a live-action cyberpunk science fiction movie, adapted from the Japanese manga of the same name, that follows a cyborg counterterrorism operative questioning her identity in a high-tech future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ghost in the Shell (2017 film)
Target entity description: Ghost in the Shell (2017 film) is a live-action cyberpunk science fiction movie, adapted from the Japanese manga of the same name, that follows a cyborg counterterrorism operative questioning her identity in a high-tech future.
  • A. Blade Runner 2049
    Blade Runner 2049 is a 2017 neo-noir science fiction film, directed by Denis Villeneuve and acclaimed for its visually stunning cinematography and philosophical exploration of identity and humanity.
  • B. Alita: Battle Angel
    Alita: Battle Angel is a 2019 cyberpunk action film, produced by James Cameron and directed by Robert Rodriguez, that adapts Yukito Kishiro’s manga about a powerful cyborg girl navigating a dystopian future.
  • C. Ex Machina
    Ex Machina is a 2014 science fiction psychological thriller film about artificial intelligence and human consciousness, written and directed by Alex Garland.
  • D. The Matrix Resurrections
    The Matrix Resurrections is a 2021 science fiction action film and the fourth installment in the Matrix franchise, revisiting its cyberpunk world with returning and new characters under the direction of Lana Wachowski.
  • E. Blade Runner
    Blade Runner is a 1982 neo-noir science fiction film set in a dystopian future where a "blade runner" hunts bioengineered replicants, renowned for its atmospheric visuals and philosophical themes about humanity and identity.
  • 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_69a88a174ab48190a5db20c132e5dccf completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbe012aa481909ffa0a50e58efabb completed March 7, 2026, 5:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51b1290c8190a08850b428c99a6c completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae55923b748190bf7a2df3ae94edc8 completed March 9, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae55fdc32c8190b6ecdc9b23d64cc5 completed March 9, 2026, 5:09 a.m.
Created at: March 4, 2026, 7:44 p.m.