Triple

T3313937
Position Surface form Disambiguated ID Type / Status
Subject A Song of Ice and Fire E69635 entity
Predicate hasCharacter P2308 FINISHED
Object 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.
 E352872 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: Lysa Arryn | Statement: [A Song of Ice and Fire, hasCharacter, Lysa Arryn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lysa Arryn
Context triple: [A Song of Ice and Fire, hasCharacter, Lysa Arryn]
  • A. Catelyn Stark
    Catelyn Stark is a noblewoman of House Stark, wife of Eddard Stark, and a central figure in the political and familial conflicts of the Game of Thrones series.
  • B. Sansa Stark
    Sansa Stark is a noblewoman of House Stark in the Game of Thrones franchise whose journey takes her from naive young girl to politically astute and resilient leader in the North.
  • C. 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.
  • D. Talisa Maegyr
    Talisa Maegyr is a healer and noblewoman in the A Song of Ice and Fire universe, known for her romantic relationship and marriage to Robb Stark in the television adaptation Game of Thrones.
  • E. Brienne of Tarth
    Brienne of Tarth is a formidable and honor-bound warrior noblewoman from the A Song of Ice and Fire novels and the Game of Thrones television 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: Lysa Arryn
Triple: [A Song of Ice and Fire, hasCharacter, Lysa Arryn]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lysa Arryn
Target entity description: 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.
  • A. Catelyn Stark
    Catelyn Stark is a noblewoman of House Stark, wife of Eddard Stark, and a central figure in the political and familial conflicts of the Game of Thrones series.
  • B. Sansa Stark
    Sansa Stark is a noblewoman of House Stark in the Game of Thrones franchise whose journey takes her from naive young girl to politically astute and resilient leader in the North.
  • C. 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.
  • D. Talisa Maegyr
    Talisa Maegyr is a healer and noblewoman in the A Song of Ice and Fire universe, known for her romantic relationship and marriage to Robb Stark in the television adaptation Game of Thrones.
  • E. Brienne of Tarth
    Brienne of Tarth is a formidable and honor-bound warrior noblewoman from the A Song of Ice and Fire novels and the Game of Thrones television 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_69b3342118a48190b6d53fbf1b6c2a7d completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b33527f81881909ba0b0d2c3c28200 completed March 12, 2026, 9:50 p.m.
NED2 Entity disambiguation (via description) batch_69b335aa01d881908a8bf225d360ab8a completed March 12, 2026, 9:52 p.m.
Created at: March 8, 2026, 3:11 p.m.