Triple

T10195132
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 (manga)
Ghost in the Shell (manga) is Masamune Shirow’s influential cyberpunk manga series that explores themes of identity, consciousness, and technology through the adventures of cyborg counterterrorism agent Major Motoko Kusanagi.
E848162 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 (manga) | Statement: [Ghost in the Shell (2017 film), basedOn, Ghost in the Shell (manga)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghost in the Shell (manga)
Context triple: [Ghost in the Shell (2017 film), basedOn, Ghost in the Shell (manga)]
  • 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. No Ghost Just a Shell
    No Ghost Just a Shell is a collaborative art project initiated by Pierre Huyghe and Philippe Parreno that explores authorship, identity, and intellectual property through the reuse and transformation of a commercially purchased Japanese anime character.
  • C. Tetsuo & Youth
    Tetsuo & Youth is a critically acclaimed studio album by American rapper Lupe Fiasco, noted for its complex lyricism, conceptual structure, and experimental production.
  • D. 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.
  • E. The Nagasaki Vector
    The Nagasaki Vector is a science fiction novel by libertarian author L. Neil Smith, set in his alternate-history North American Confederacy universe and exploring themes of individual liberty and political intrigue.
  • 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 (manga)
Triple: [Ghost in the Shell (2017 film), basedOn, Ghost in the Shell (manga)]
Generated description
Ghost in the Shell (manga) is Masamune Shirow’s influential cyberpunk manga series that explores themes of identity, consciousness, and technology through the adventures of cyborg counterterrorism agent Major Motoko Kusanagi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghost in the Shell (manga)
Target entity description: Ghost in the Shell (manga) is Masamune Shirow’s influential cyberpunk manga series that explores themes of identity, consciousness, and technology through the adventures of cyborg counterterrorism agent Major Motoko Kusanagi.
  • 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. No Ghost Just a Shell
    No Ghost Just a Shell is a collaborative art project initiated by Pierre Huyghe and Philippe Parreno that explores authorship, identity, and intellectual property through the reuse and transformation of a commercially purchased Japanese anime character.
  • C. Tetsuo & Youth
    Tetsuo & Youth is a critically acclaimed studio album by American rapper Lupe Fiasco, noted for its complex lyricism, conceptual structure, and experimental production.
  • D. 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.
  • E. The Nagasaki Vector
    The Nagasaki Vector is a science fiction novel by libertarian author L. Neil Smith, set in his alternate-history North American Confederacy universe and exploring themes of individual liberty and political intrigue.
  • 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.