Triple

T10195163
Position Surface form Disambiguated ID Type / Status
Subject Ghost in the Shell (2017 film) E238142 entity
Predicate character P662 FINISHED
Object Kuze
Kuze is the primary antagonist in the 2017 live-action Ghost in the Shell film, a cybernetically enhanced hacker with a mysterious connection to Major Mira Killian.
 E847652 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: Kuze | Statement: [Ghost in the Shell (2017 film), character, Kuze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuze
Context triple: [Ghost in the Shell (2017 film), character, Kuze]
  • A. Koubia
    Koubia is a town in the Middle Guinea region of Guinea that serves as an important local administrative and commercial center.
  • B. Kizu
    Kizu was a former town in Japan’s Kyoto Prefecture that was once part of Soraku District before being merged into a larger municipality.
  • C. Kusasi
    Kusasi are an ethnic group primarily inhabiting northeastern Ghana and parts of Burkina Faso, known for their distinct language, farming traditions, and rich cultural festivals.
  • D. Kudawa
    Kudawa is a village in Sri Lanka that serves as a primary gateway for visitors entering the Sinharaja Forest Reserve.
  • E. Buzen
    Buzen is a small coastal city in eastern Fukuoka Prefecture on Japan’s Kyushu island, known for its rural character and scenic seaside setting.
  • 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: Kuze
Triple: [Ghost in the Shell (2017 film), character, Kuze]
Generated description
Kuze is the primary antagonist in the 2017 live-action Ghost in the Shell film, a cybernetically enhanced hacker with a mysterious connection to Major Mira Killian.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuze
Target entity description: Kuze is the primary antagonist in the 2017 live-action Ghost in the Shell film, a cybernetically enhanced hacker with a mysterious connection to Major Mira Killian.
  • A. Koubia
    Koubia is a town in the Middle Guinea region of Guinea that serves as an important local administrative and commercial center.
  • B. Kizu
    Kizu was a former town in Japan’s Kyoto Prefecture that was once part of Soraku District before being merged into a larger municipality.
  • C. Kusasi
    Kusasi are an ethnic group primarily inhabiting northeastern Ghana and parts of Burkina Faso, known for their distinct language, farming traditions, and rich cultural festivals.
  • D. Kudawa
    Kudawa is a village in Sri Lanka that serves as a primary gateway for visitors entering the Sinharaja Forest Reserve.
  • E. Buzen
    Buzen is a small coastal city in eastern Fukuoka Prefecture on Japan’s Kyushu island, known for its rural character and scenic seaside setting.
  • 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_69cdedc9360081908dd73e36022a3dfd completed April 2, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317dbfb7c819087aafc7161b14707 completed April 6, 2026, 2:18 a.m.
NEDg Description generation batch_69d319670c6c8190b77257340ec8e6d4 completed April 6, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69d31d371e948190ac6d31daad2afbdf completed April 6, 2026, 2:40 a.m.
Created at: March 30, 2026, 9:13 p.m.