Triple

T14568589
Position Surface form Disambiguated ID Type / Status
Subject Robb Stark E341852 entity
Predicate betrothedTo P33561 FINISHED
Object Roslin Frey
Roslin Frey is a young noblewoman of House Frey in the "A Song of Ice and Fire" series, whose politically arranged marriage plays a key role in the events surrounding the Red Wedding.
 E1134901 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: Roslin Frey | Statement: [Robb Stark, betrothedTo, Roslin Frey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Roslin Frey
Context triple: [Robb Stark, betrothedTo, Roslin Frey]
  • 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. Alliser Thorne
    Alliser Thorne is a stern and embittered master-at-arms of the Night's Watch in Game of Thrones, known for his harsh treatment of Jon Snow and his role in the mutiny at Castle Black.
  • C. Alerie Hightower
    Alerie Hightower is a noblewoman of House Hightower who becomes Lady of Highgarden through her marriage into House Tyrell and is the mother of Ser Loras Tyrell.
  • D. Trystane Martell
    Trystane Martell is a young Dornish prince from House Martell in George R. R. Martin’s *A Song of Ice and Fire* series, known for his courtesy, political significance, and role in marriage alliances.
  • E. Ronnel Arryn
    Ronnel Arryn is a young Lord of the Eyrie and head of House Arryn 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: Roslin Frey
Triple: [Robb Stark, betrothedTo, Roslin Frey]
Generated description
Roslin Frey is a young noblewoman of House Frey in the "A Song of Ice and Fire" series, whose politically arranged marriage plays a key role in the events surrounding the Red Wedding.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Roslin Frey
Target entity description: Roslin Frey is a young noblewoman of House Frey in the "A Song of Ice and Fire" series, whose politically arranged marriage plays a key role in the events surrounding the Red Wedding.
  • 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. Alliser Thorne
    Alliser Thorne is a stern and embittered master-at-arms of the Night's Watch in Game of Thrones, known for his harsh treatment of Jon Snow and his role in the mutiny at Castle Black.
  • C. Alerie Hightower
    Alerie Hightower is a noblewoman of House Hightower who becomes Lady of Highgarden through her marriage into House Tyrell and is the mother of Ser Loras Tyrell.
  • D. Trystane Martell
    Trystane Martell is a young Dornish prince from House Martell in George R. R. Martin’s *A Song of Ice and Fire* series, known for his courtesy, political significance, and role in marriage alliances.
  • E. Ronnel Arryn
    Ronnel Arryn is a young Lord of the Eyrie and head of House Arryn 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38d89fc819086709fd3607b835f completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fea59f26188190b81af88940a9c95b completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea70a10b88190aac09e3b690afa6f completed May 9, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_69fea82a80888190bbb0de39a8959a6e completed May 9, 2026, 3:21 a.m.
Created at: April 10, 2026, 1:23 a.m.