Triple
T14688310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Twins |
E344970
|
entity |
| Predicate | associatedWithCharacter |
P1481
|
FINISHED |
| Object | Walder Frey |
E393116
|
NE FINISHED |
How this triple was built (2 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: Walder Frey | Statement: [The Twins, associatedWithCharacter, Walder Frey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walder Frey Context triple: [The Twins, associatedWithCharacter, Walder Frey]
-
A.
Walder Frey
chosen
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.
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.
-
C.
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.
-
D.
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.
-
E.
Ramsay Bolton
Ramsay Bolton is a sadistic and cruel nobleman from the A Song of Ice and Fire series, notorious for his brutality, psychological torture, and role as a major antagonist in the North.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb58306548190b981956a83a84b95 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef885b07c8190af5e33303af9fbea |
completed | May 9, 2026, 9:04 a.m. |
Created at: April 10, 2026, 1:28 a.m.