Triple

T3284494
Position Surface form Disambiguated ID Type / Status
Subject The Winds of Winter E68947 entity
Predicate basedOnOutlineBy P47700 FINISHED
Object George R. R. Martin E68797 NE FINISHED

How this triple was built (3 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: George R. R. Martin | Statement: [The Winds of Winter, basedOnOutlineBy, George R. R. Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George R. R. Martin
Context triple: [The Winds of Winter, basedOnOutlineBy, George R. R. Martin]
  • A. George R. R. Martin chosen
    George R. R. Martin is an American fantasy author best known for his epic series "A Song of Ice and Fire," which was adapted into the television phenomenon "Game of Thrones."
  • B. Robert Jordan
    Robert Jordan is a political figure who ran as a candidate in San Francisco’s 2019 mayoral election.
  • C. Robert Jordan
    Robert Jordan is the American dynamiter and Spanish Civil War volunteer who serves as the idealistic yet introspective protagonist of Ernest Hemingway’s novel "For Whom the Bell Tolls."
  • D. Terry Brooks
    Terry Brooks is a bestselling American fantasy author best known for his long-running Shannara series.
  • E. D. B. Weiss
    D. B. Weiss is an American television writer, producer, and director best known as the co-creator and showrunner of the HBO fantasy series "Game of Thrones."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: basedOnOutlineBy
Context triple: [The Winds of Winter, basedOnOutlineBy, George R. R. Martin]
  • A. basedOnText
    Indicates that something is derived, adapted, or developed from a specific text source.
  • B. isBasedOn
    Indicates that one entity is derived from, inspired by, or developed using the content, structure, or principles of another entity.
  • C. areBasedOn
    Indicates that one entity is founded, derived, or developed from the principles, content, or structure of another entity.
  • D. basedOnReportBy
    Indicates that something (such as a decision, statement, or conclusion) is derived from, justified by, or grounded in a report produced by a specified source.
  • E. basedOnProcess
    Indicates that something is derived from, determined by, or dependent on a particular process or sequence of actions.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0377c9c819089af47952946de52 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b33419707881908535eadd65500bee completed March 12, 2026, 9:46 p.m.
PD Predicate disambiguation batch_69ada421fadc8190b7c7d3c8afd20061 completed March 8, 2026, 4:30 p.m.
PDg Predicate description generation batch_69ada526764881908e4bd52938d5374d completed March 8, 2026, 4:34 p.m.
Created at: March 8, 2026, 3:10 p.m.