Triple

T1451657
Position Surface form Disambiguated ID Type / Status
Subject Walkaway E31303 entity
Predicate hasMainCharacter P1183 FINISHED
Object Natalie Redwater
Natalie Redwater is a central protagonist in Cory Doctorow’s science fiction novel "Walkaway," representing the movement of people who abandon a collapsing capitalist society to build a post-scarcity world.
 E198435 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: Natalie Redwater | Statement: [Walkaway, hasMainCharacter, Natalie Redwater]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Natalie Redwater
Context triple: [Walkaway, hasMainCharacter, Natalie Redwater]
  • A. Myra Finn
    Myra Finn was the first wife of renowned American lyricist and musical theatre producer Oscar Hammerstein II.
  • B. Anna Beth Sully
    Anna Beth Sully was the first wife of silent film star Douglas Fairbanks, whom she married before his rise to Hollywood fame.
  • C. Alicia Nash
    Alicia Nash was a Salvadoran-American physicist and mental health advocate best known as the devoted wife of mathematician John Nash, whose life with him was portrayed in the film "A Beautiful Mind."
  • D. T'yanna Wallace
    T'yanna Wallace is an American entrepreneur and fashion designer best known as the daughter of late rap icon The Notorious B.I.G.
  • E. Azadia Newman
    Azadia Newman was the wife of Armenian-American film and theater director Rouben Mamoulian.
  • 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: Natalie Redwater
Triple: [Walkaway, hasMainCharacter, Natalie Redwater]
Generated description
Natalie Redwater is a central protagonist in Cory Doctorow’s science fiction novel "Walkaway," representing the movement of people who abandon a collapsing capitalist society to build a post-scarcity world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Natalie Redwater
Target entity description: Natalie Redwater is a central protagonist in Cory Doctorow’s science fiction novel "Walkaway," representing the movement of people who abandon a collapsing capitalist society to build a post-scarcity world.
  • A. Myra Finn
    Myra Finn was the first wife of renowned American lyricist and musical theatre producer Oscar Hammerstein II.
  • B. Anna Beth Sully
    Anna Beth Sully was the first wife of silent film star Douglas Fairbanks, whom she married before his rise to Hollywood fame.
  • C. Alicia Nash
    Alicia Nash was a Salvadoran-American physicist and mental health advocate best known as the devoted wife of mathematician John Nash, whose life with him was portrayed in the film "A Beautiful Mind."
  • D. T'yanna Wallace
    T'yanna Wallace is an American entrepreneur and fashion designer best known as the daughter of late rap icon The Notorious B.I.G.
  • E. Azadia Newman
    Azadia Newman was the wife of Armenian-American film and theater director Rouben Mamoulian.
  • 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_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c57bc0908190a57e6bc3d20d5e3c completed March 1, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69ada962149881908c6ecba8347e22d7 completed March 8, 2026, 4:52 p.m.
NEDg Description generation batch_69adaab1fb6881908e0711ae1b69e2e5 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adae9fdd3081908b1d9d7335cab1bd completed March 8, 2026, 5:15 p.m.
Created at: March 1, 2026, 8 p.m.