Triple

T3313938
Position Surface form Disambiguated ID Type / Status
Subject A Song of Ice and Fire E69635 entity
Predicate hasCharacter P2308 FINISHED
Object Robin Arryn
Robin Arryn is a sickly, overprotected young lord of the Vale in George R. R. Martin’s A Song of Ice and Fire series, known for his frailty, childish behavior, and domineering mother Lysa.
E354770 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: Robin Arryn | Statement: [A Song of Ice and Fire, hasCharacter, Robin Arryn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robin Arryn
Context triple: [A Song of Ice and Fire, hasCharacter, Robin Arryn]
  • A. Lysa Arryn
    Lysa Arryn is a volatile and emotionally unstable noblewoman from George R. R. Martin’s A Song of Ice and Fire series, known as the overprotective Lady Regent of the Vale and mother of the sickly Robert Arryn.
  • B. Brynden Tully
    Brynden Tully, known as "the Blackfish," is a seasoned and sharp-tongued knight and commander from House Tully in George R. R. Martin's A Song of Ice and Fire series.
  • C. Loras Tyrell (indirectly)
    Loras Tyrell is a skilled and renowned knight of the Tyrell family in the "A Song of Ice and Fire" novels and the "Game of Thrones" television series, celebrated for his prowess in tournaments and his close relationship with Renly Baratheon.
  • D. Baelen
    Baelen is a small municipality in the province of Liège in eastern Belgium, near the German border.
  • E. Oberyn Martell
    Oberyn Martell is a charismatic and deadly Dornish prince and warrior, famed for his skill with a spear, sharp wit, and thirst for vengeance in George R. R. Martin’s A Song of Ice and Fire series.
  • 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: Robin Arryn
Triple: [A Song of Ice and Fire, hasCharacter, Robin Arryn]
Generated description
Robin Arryn is a sickly, overprotected young lord of the Vale in George R. R. Martin’s A Song of Ice and Fire series, known for his frailty, childish behavior, and domineering mother Lysa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robin Arryn
Target entity description: Robin Arryn is a sickly, overprotected young lord of the Vale in George R. R. Martin’s A Song of Ice and Fire series, known for his frailty, childish behavior, and domineering mother Lysa.
  • A. Lysa Arryn
    Lysa Arryn is a volatile and emotionally unstable noblewoman from George R. R. Martin’s A Song of Ice and Fire series, known as the overprotective Lady Regent of the Vale and mother of the sickly Robert Arryn.
  • B. Brynden Tully
    Brynden Tully, known as "the Blackfish," is a seasoned and sharp-tongued knight and commander from House Tully in George R. R. Martin's A Song of Ice and Fire series.
  • C. Loras Tyrell (indirectly)
    Loras Tyrell is a skilled and renowned knight of the Tyrell family in the "A Song of Ice and Fire" novels and the "Game of Thrones" television series, celebrated for his prowess in tournaments and his close relationship with Renly Baratheon.
  • D. Baelen
    Baelen is a small municipality in the province of Liège in eastern Belgium, near the German border.
  • E. Oberyn Martell
    Oberyn Martell is a charismatic and deadly Dornish prince and warrior, famed for his skill with a spear, sharp wit, and thirst for vengeance in George R. R. Martin’s A Song of Ice and Fire series.
  • 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_69b34bb5d0b88190b1895fd352924862 completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34e44bd748190a9c6c67be6bcb9de completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34ed57bf0819080fa0eb8e6875cb6 completed March 12, 2026, 11:40 p.m.
Created at: March 8, 2026, 3:11 p.m.