Triple

T10195160
Position Surface form Disambiguated ID Type / Status
Subject Ghost in the Shell (2017 film) E238142 entity
Predicate mainCharacter P1183 FINISHED
Object Motoko Kusanagi
Motoko Kusanagi is a highly skilled, cybernetically enhanced counter-cyberterrorism operative and the central protagonist of the Ghost in the Shell franchise.
E847649 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: Motoko Kusanagi | Statement: [Ghost in the Shell (2017 film), mainCharacter, Motoko Kusanagi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Motoko Kusanagi
Context triple: [Ghost in the Shell (2017 film), mainCharacter, Motoko Kusanagi]
  • A. Rieko Kodama
    Rieko Kodama was a pioneering Japanese video game designer and producer at Sega, best known for her influential work on classic role-playing games and for being one of the first prominent women in the game industry.
  • B. Misato
    Misato is a city located in Saitama Prefecture, Japan, known as part of the Greater Tokyo metropolitan area.
  • C. Misato
    Misato was a former municipality in Okinawa Prefecture, Japan, that was incorporated into the present-day city of Okinawa.
  • D. Miki Motoko
    Miki Motoko was the wife of former Japanese Prime Minister Takeo Miki and served as a political spouse active in social and public life.
  • E. Kodama Naoko
    Kodama Naoko is a Japanese individual notable enough to be recognized as a prominent bearer of the surname Kodama.
  • 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: Motoko Kusanagi
Triple: [Ghost in the Shell (2017 film), mainCharacter, Motoko Kusanagi]
Generated description
Motoko Kusanagi is a highly skilled, cybernetically enhanced counter-cyberterrorism operative and the central protagonist of the Ghost in the Shell franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Motoko Kusanagi
Target entity description: Motoko Kusanagi is a highly skilled, cybernetically enhanced counter-cyberterrorism operative and the central protagonist of the Ghost in the Shell franchise.
  • A. Rieko Kodama
    Rieko Kodama was a pioneering Japanese video game designer and producer at Sega, best known for her influential work on classic role-playing games and for being one of the first prominent women in the game industry.
  • B. Misato
    Misato is a city located in Saitama Prefecture, Japan, known as part of the Greater Tokyo metropolitan area.
  • C. Misato
    Misato was a former municipality in Okinawa Prefecture, Japan, that was incorporated into the present-day city of Okinawa.
  • D. Miki Motoko
    Miki Motoko was the wife of former Japanese Prime Minister Takeo Miki and served as a political spouse active in social and public life.
  • E. Kodama Naoko
    Kodama Naoko is a Japanese individual notable enough to be recognized as a prominent bearer of the surname Kodama.
  • 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.