Triple

T10195133
Position Surface form Disambiguated ID Type / Status
Subject Ghost in the Shell (2017 film) E238142 entity
Predicate basedOn P98 FINISHED
Object Ghost in the Shell (1995 film)
Ghost in the Shell (1995 film) is a landmark Japanese cyberpunk anime movie renowned for its philosophical exploration of identity and consciousness within a futuristic, technologically advanced society.
E848163 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 (1995 film) | Statement: [Ghost in the Shell (2017 film), basedOn, Ghost in the Shell (1995 film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghost in the Shell (1995 film)
Context triple: [Ghost in the Shell (2017 film), basedOn, Ghost in the Shell (1995 film)]
  • A. 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.
  • B. Akira
    Akira is a common Japanese given name used for people of any gender and borne by many notable figures in fields such as science, arts, and entertainment.
  • C. The Matrix
    The Matrix is a groundbreaking 1999 science fiction film that blends cyberpunk action with philosophical themes about reality, featuring innovative visual effects like "bullet time" and a dystopian story of humans trapped in a simulated world.
  • D. the Matrix
    The Matrix is a vast, sentient data repository on Gallifrey that stores the knowledge, memories, and consciousness of Time Lords in the Doctor Who universe.
  • 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 (1995 film)
Triple: [Ghost in the Shell (2017 film), basedOn, Ghost in the Shell (1995 film)]
Generated description
Ghost in the Shell (1995 film) is a landmark Japanese cyberpunk anime movie renowned for its philosophical exploration of identity and consciousness within a futuristic, technologically advanced society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghost in the Shell (1995 film)
Target entity description: Ghost in the Shell (1995 film) is a landmark Japanese cyberpunk anime movie renowned for its philosophical exploration of identity and consciousness within a futuristic, technologically advanced society.
  • A. 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.
  • B. Akira
    Akira is a common Japanese given name used for people of any gender and borne by many notable figures in fields such as science, arts, and entertainment.
  • C. The Matrix
    The Matrix is a groundbreaking 1999 science fiction film that blends cyberpunk action with philosophical themes about reality, featuring innovative visual effects like "bullet time" and a dystopian story of humans trapped in a simulated world.
  • D. the Matrix
    The Matrix is a vast, sentient data repository on Gallifrey that stores the knowledge, memories, and consciousness of Time Lords in the Doctor Who universe.
  • 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_69ca84de1b208190bf17bb305b002605 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdedc7cc748190bceb8f657afcc054 completed April 2, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d32aef701c8190a01e632eb4fda1b9 completed April 6, 2026, 3:39 a.m.
NEDg Description generation batch_69d32b784dd48190be1e9ab9c36c224e completed April 6, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_69d3481d882c8190be8653289b712d08 completed April 6, 2026, 5:43 a.m.
Created at: March 30, 2026, 9:13 p.m.