Triple

T3313951
Position Surface form Disambiguated ID Type / Status
Subject A Song of Ice and Fire E69635 entity
Predicate hasCharacter P2308 FINISHED
Object Qyburn
Qyburn is a disgraced former maester and sinister healer in George R. R. Martin’s A Song of Ice and Fire series, known for his unethical experiments and service to House Lannister.
 E348787 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: Qyburn | Statement: [A Song of Ice and Fire, hasCharacter, Qyburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qyburn
Context triple: [A Song of Ice and Fire, hasCharacter, Qyburn]
  • A. Thoros of Myr
    Thoros of Myr is a red priest of R'hllor and a hard-drinking warrior known for his fiery sword and role in the Brotherhood Without Banners in George R. R. Martin's A Song of Ice and Fire series.
  • B. Baelor
    "Baelor" is a pivotal and emotionally devastating episode of Game of Thrones’ first season, best known for its shocking execution of a major character and the dramatic turning point it creates in the series.
  • C. Melisandre
    Melisandre is a mysterious and powerful red priestess of R'hllor in George R.R. Martin's A Song of Ice and Fire series, known for her prophetic visions and dangerous shadow magic.
  • D. Anthony Skingsley
    Anthony Skingsley was a senior Royal Air Force officer who rose to high command during the late 20th century, overseeing key aspects of the UK's air defense.
  • E. Varys
    Varys is a cunning and enigmatic spymaster in the Game of Thrones universe, known as "the Spider" for his vast network of informants and political manipulation.
  • 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: Qyburn
Triple: [A Song of Ice and Fire, hasCharacter, Qyburn]
Generated description
Qyburn is a disgraced former maester and sinister healer in George R. R. Martin’s A Song of Ice and Fire series, known for his unethical experiments and service to House Lannister.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qyburn
Target entity description: Qyburn is a disgraced former maester and sinister healer in George R. R. Martin’s A Song of Ice and Fire series, known for his unethical experiments and service to House Lannister.
  • A. Thoros of Myr
    Thoros of Myr is a red priest of R'hllor and a hard-drinking warrior known for his fiery sword and role in the Brotherhood Without Banners in George R. R. Martin's A Song of Ice and Fire series.
  • B. Baelor
    "Baelor" is a pivotal and emotionally devastating episode of Game of Thrones’ first season, best known for its shocking execution of a major character and the dramatic turning point it creates in the series.
  • C. Melisandre
    Melisandre is a mysterious and powerful red priestess of R'hllor in George R.R. Martin's A Song of Ice and Fire series, known for her prophetic visions and dangerous shadow magic.
  • D. Anthony Skingsley
    Anthony Skingsley was a senior Royal Air Force officer who rose to high command during the late 20th century, overseeing key aspects of the UK's air defense.
  • E. Varys
    Varys is a cunning and enigmatic spymaster in the Game of Thrones universe, known as "the Spider" for his vast network of informants and political manipulation.
  • 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_69ad85a0bb048190a5458d2738012d61 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb0ef548481908b3aabc7052c70d8 completed March 8, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a759a3c81908105eae7fd856133 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c34cc388190a5fab8e9b2a1aa92 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31da025048190b7d1611df82a542c completed March 12, 2026, 8:10 p.m.
Created at: March 8, 2026, 3:11 p.m.