Triple

T15425583
Position Surface form Disambiguated ID Type / Status
Subject House Frey E369500 entity
Predicate notableMember P10 FINISHED
Object Aenys Frey
Aenys Frey is a minor nobleman of House Frey in George R. R. Martin’s *A Song of Ice and Fire* series, known primarily as one of the many Frey relatives involved in the family’s political schemes.
E1201504 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: Aenys Frey | Statement: [House Frey, notableMember, Aenys Frey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aenys Frey
Context triple: [House Frey, notableMember, Aenys 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. Jeyne Marbrand
    Jeyne Marbrand is a noblewoman of House Marbrand in the world of *Game of Thrones*, known primarily as the wife of Ser Kevan Lannister and mother of his children.
  • C. Jeyne Westerling
    Jeyne Westerling is a noblewoman from House Westerling in George R. R. Martin’s A Song of Ice and Fire series who becomes Robb Stark’s wife, altering the course of his political alliances.
  • D. Lyanna Mormont
    Lyanna Mormont is a fierce and outspoken young noblewoman from House Mormont in Game of Thrones, renowned for her unwavering loyalty to the North and commanding presence despite her age.
  • E. Jocelyn Baratheon
    Jocelyn Baratheon was a noblewoman of House Baratheon in the Targaryen era of Westeros, known for her marriage into the royal family and her role in uniting Baratheon and Targaryen bloodlines.
  • 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: Aenys Frey
Triple: [House Frey, notableMember, Aenys Frey]
Generated description
Aenys Frey is a minor nobleman of House Frey in George R. R. Martin’s *A Song of Ice and Fire* series, known primarily as one of the many Frey relatives involved in the family’s political schemes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aenys Frey
Target entity description: Aenys Frey is a minor nobleman of House Frey in George R. R. Martin’s *A Song of Ice and Fire* series, known primarily as one of the many Frey relatives involved in the family’s political schemes.
  • 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. Jeyne Marbrand
    Jeyne Marbrand is a noblewoman of House Marbrand in the world of *Game of Thrones*, known primarily as the wife of Ser Kevan Lannister and mother of his children.
  • C. Jeyne Westerling
    Jeyne Westerling is a noblewoman from House Westerling in George R. R. Martin’s A Song of Ice and Fire series who becomes Robb Stark’s wife, altering the course of his political alliances.
  • D. Lyanna Mormont
    Lyanna Mormont is a fierce and outspoken young noblewoman from House Mormont in Game of Thrones, renowned for her unwavering loyalty to the North and commanding presence despite her age.
  • E. Jocelyn Baratheon
    Jocelyn Baratheon was a noblewoman of House Baratheon in the Targaryen era of Westeros, known for her marriage into the royal family and her role in uniting Baratheon and Targaryen bloodlines.
  • 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_69d85a1849f48190bf898068b2806fae completed April 10, 2026, 2:02 a.m.
NER Named-entity recognition batch_69e03ec1fb288190a3625b8e4f487dd1 completed April 16, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0007757ed48190813f6ab839240a15 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a000bd836f081909ee477fd311c3295 completed May 10, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_6a000c33963c8190a00271fb732c5b50 completed May 10, 2026, 4:40 a.m.
Created at: April 10, 2026, 3:20 a.m.