Triple

T16129826
Position Surface form Disambiguated ID Type / Status
Subject Roose Bolton E391365 entity
Predicate spouse P13 FINISHED
Object Walda Frey
Walda Frey is a minor noblewoman from House Frey in George R. R. Martin’s "A Song of Ice and Fire" series, known for her politically motivated marriage into House Bolton.
E1259515 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: Walda Frey | Statement: [Roose Bolton, spouse, Walda Frey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walda Frey
Context triple: [Roose Bolton, spouse, Walda Frey]
  • A. Walder Frey
    Walder Frey is a cunning and treacherous lord in George R. R. Martin’s A Song of Ice and Fire series, infamous for orchestrating the Red Wedding.
  • B. Randyll Tarly
    Randyll Tarly is a stern and militarily renowned nobleman from House Tarly in the world of "Game of Thrones," known especially as the harsh father of Samwell Tarly.
  • C. Edmure Tully
    Edmure Tully is a noble lord of House Tully and heir to Riverrun in George R. R. Martin’s A Song of Ice and Fire series, known for his impulsive decisions and role in the Riverlands’ politics during the War of the Five Kings.
  • D. Roose Bolton
    Roose Bolton is a cold, calculating northern lord and head of House Bolton in George R. R. Martin’s A Song of Ice and Fire series, known for his ruthlessness, political cunning, and betrayal of House Stark.
  • E. Torrhen Stark
    Torrhen Stark is a legendary Stark ruler from George R. R. Martin’s A Song of Ice and Fire universe, remembered as the last King in the North who bent the knee to Aegon the Conqueror, bringing the North into the unified Seven Kingdoms.
  • 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: Walda Frey
Triple: [Roose Bolton, spouse, Walda Frey]
Generated description
Walda Frey is a minor noblewoman from House Frey in George R. R. Martin’s "A Song of Ice and Fire" series, known for her politically motivated marriage into House Bolton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walda Frey
Target entity description: Walda Frey is a minor noblewoman from House Frey in George R. R. Martin’s "A Song of Ice and Fire" series, known for her politically motivated marriage into House Bolton.
  • A. Walder Frey
    Walder Frey is a cunning and treacherous lord in George R. R. Martin’s A Song of Ice and Fire series, infamous for orchestrating the Red Wedding.
  • B. Randyll Tarly
    Randyll Tarly is a stern and militarily renowned nobleman from House Tarly in the world of "Game of Thrones," known especially as the harsh father of Samwell Tarly.
  • C. Edmure Tully
    Edmure Tully is a noble lord of House Tully and heir to Riverrun in George R. R. Martin’s A Song of Ice and Fire series, known for his impulsive decisions and role in the Riverlands’ politics during the War of the Five Kings.
  • D. Roose Bolton
    Roose Bolton is a cold, calculating northern lord and head of House Bolton in George R. R. Martin’s A Song of Ice and Fire series, known for his ruthlessness, political cunning, and betrayal of House Stark.
  • E. Torrhen Stark
    Torrhen Stark is a legendary Stark ruler from George R. R. Martin’s A Song of Ice and Fire universe, remembered as the last King in the North who bent the knee to Aegon the Conqueror, bringing the North into the unified Seven Kingdoms.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e202075860819088d27d921609a6ce completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0170db6c6881908f5670c8282f4097 completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a017351db88819097bfbec41920a488 completed May 11, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0175f8c7d48190896f375385829a34 completed May 11, 2026, 6:23 a.m.
Created at: April 10, 2026, 5:01 a.m.