Triple

T9385709
Position Surface form Disambiguated ID Type / Status
Subject The Expanse E225898 entity
Predicate mainCharacter P1183 FINISHED
Object Naomi Nagata
Naomi Nagata is a brilliant Belter engineer and key member of the Rocinante crew in the science fiction series *The Expanse*, known for her technical expertise, moral conviction, and complex personal history.
E796016 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: Naomi Nagata | Statement: [The Expanse, mainCharacter, Naomi Nagata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Naomi Nagata
Context triple: [The Expanse, mainCharacter, Naomi Nagata]
  • 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. Asami Sato
    Asami Sato is a skilled nonbender engineer, pilot, and businesswoman in *The Legend of Korra*, known for her intelligence, resourcefulness, and leadership within Team Avatar.
  • C. Mariko Yashida
    Mariko Yashida is a Japanese noblewoman and crime family heiress in Marvel Comics, best known as one of Wolverine’s most significant and tragic romantic partners.
  • D. Chiaki Mukai
    Chiaki Mukai is a Japanese physician and astronaut who became the first Japanese woman to fly in space and a veteran of two NASA Space Shuttle missions.
  • E. Naoko
    Naoko is a central, emotionally fragile character in Haruki Murakami’s story "Norwegian Wood," whose complex relationship with the protagonist explores themes of love, loss, and mental illness.
  • 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: Naomi Nagata
Triple: [The Expanse, mainCharacter, Naomi Nagata]
Generated description
Naomi Nagata is a brilliant Belter engineer and key member of the Rocinante crew in the science fiction series *The Expanse*, known for her technical expertise, moral conviction, and complex personal history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Naomi Nagata
Target entity description: Naomi Nagata is a brilliant Belter engineer and key member of the Rocinante crew in the science fiction series *The Expanse*, known for her technical expertise, moral conviction, and complex personal history.
  • 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. Asami Sato
    Asami Sato is a skilled nonbender engineer, pilot, and businesswoman in *The Legend of Korra*, known for her intelligence, resourcefulness, and leadership within Team Avatar.
  • C. Mariko Yashida
    Mariko Yashida is a Japanese noblewoman and crime family heiress in Marvel Comics, best known as one of Wolverine’s most significant and tragic romantic partners.
  • D. Chiaki Mukai
    Chiaki Mukai is a Japanese physician and astronaut who became the first Japanese woman to fly in space and a veteran of two NASA Space Shuttle missions.
  • E. Naoko
    Naoko is a central, emotionally fragile character in Haruki Murakami’s story "Norwegian Wood," whose complex relationship with the protagonist explores themes of love, loss, and mental illness.
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50d3964c8190b0353f56df755db8 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100eb108c8190add5bacfea1f800a completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d1017a36e0819091bd6d7bc75d1a97 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d10270f9948190bbf937089f88bacf completed April 4, 2026, 12:22 p.m.
Created at: March 30, 2026, 7:44 p.m.