Triple

T545487
Position Surface form Disambiguated ID Type / Status
Subject D. B. Weiss E12722 entity
Predicate adaptedWorkOf P15523 FINISHED
Object George R. R. Martin
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."
E68797 NE FINISHED

How this triple was built (5 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: [D. B. Weiss, adaptedWorkOf, George R. R. Martin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George R. R. Martin
Context triple: [D. B. Weiss, adaptedWorkOf, George R. R. Martin]
  • A. 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."
  • B. 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."
  • C. David Benioff
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • D. Bill Rowling
    Bill Rowling was a New Zealand Labour Party politician who served as Prime Minister in the mid-1970s.
  • E. Jan de Baen
    Jan de Baen was a 17th-century Dutch portrait painter renowned for his depictions of prominent political and social figures of the Dutch Golden Age.
  • 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: George R. R. Martin
Triple: [D. B. Weiss, adaptedWorkOf, George R. R. Martin]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George R. R. Martin
Target entity description: 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."
  • A. 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."
  • B. 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."
  • C. David Benioff
    David Benioff is an American writer, producer, and showrunner best known as the co-creator of the television series "Game of Thrones."
  • D. Bill Rowling
    Bill Rowling was a New Zealand Labour Party politician who served as Prime Minister in the mid-1970s.
  • E. Jan de Baen
    Jan de Baen was a 17th-century Dutch portrait painter renowned for his depictions of prominent political and social figures of the Dutch Golden Age.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: adaptedWorkOf
Context triple: [D. B. Weiss, adaptedWorkOf, George R. R. Martin]
  • A. adaptedAs
    Indicates that one work, concept, or entity has been transformed or re-created into another form or medium based on the original.
  • B. notableAdaptation
    Indicates that one work is a significant adaptation or reinterpretation of another work.
  • C. adaptedTo
    Indicates that one entity has been modified, adjusted, or evolved to function effectively within the conditions, requirements, or characteristics defined by another entity.
  • D. influencedWork
    Indicates that one work has had a significant impact on the creation, style, content, or development of another work.
  • E. originallyWrittenFor
    Indicates that a work was initially created or composed with a particular recipient, medium, context, or purpose in mind.
  • F. None of above. chosen

Provenance (7 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a498dfec5c81908b76d723b30dc2f0 completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e02e0c1c81908fcb5356dc2b8f97 completed March 2, 2026, 12:56 a.m.
NEDg Description generation batch_69a4e124306c8190bce165e684507553 completed March 2, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69a4e1e73b0c8190b4f050f76f8e58de completed March 2, 2026, 1:03 a.m.
PD Predicate disambiguation batch_69a494b8098481908097228db8ad0262 completed March 1, 2026, 7:34 p.m.
PDg Predicate description generation batch_69a49858abd48190bd4b002a93e4a908 completed March 1, 2026, 7:49 p.m.
Created at: March 1, 2026, 7:32 p.m.