Triple
T3313934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Song of Ice and Fire |
E69635
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
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.
|
E393116
|
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: Walder Frey | Statement: [A Song of Ice and Fire, hasCharacter, Walder Frey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walder Frey Context triple: [A Song of Ice and Fire, hasCharacter, Walder Frey]
-
A.
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.
-
B.
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.
-
C.
Tywin Lannister
Tywin Lannister is a powerful and ruthless Westerosi lord from "A Song of Ice and Fire" and "Game of Thrones," known for his cold political cunning, iron-fisted leadership of House Lannister, and role as Hand of the King.
-
D.
Eddard Stark
Eddard Stark is the honorable and stoic Lord of Winterfell and Warden of the North in the fantasy series "A Song of Ice and Fire" and its television adaptation "Game of Thrones."
-
E.
Robb Stark
Robb Stark is the eldest son of Eddard Stark and a key Northern lord who rises to prominence as a military leader in the early seasons of Game of Thrones.
- 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: Walder Frey Triple: [A Song of Ice and Fire, hasCharacter, Walder Frey]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walder Frey Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Tywin Lannister
Tywin Lannister is a powerful and ruthless Westerosi lord from "A Song of Ice and Fire" and "Game of Thrones," known for his cold political cunning, iron-fisted leadership of House Lannister, and role as Hand of the King.
-
D.
Eddard Stark
Eddard Stark is the honorable and stoic Lord of Winterfell and Warden of the North in the fantasy series "A Song of Ice and Fire" and its television adaptation "Game of Thrones."
-
E.
Robb Stark
Robb Stark is the eldest son of Eddard Stark and a key Northern lord who rises to prominence as a military leader in the early seasons of Game of Thrones.
- 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_69b503d6cd9c81908acb288091503ec1 |
completed | March 14, 2026, 6:44 a.m. |
| NEDg | Description generation | batch_69b504b2ba748190af2df2a318ab0693 |
completed | March 14, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50534242c8190a1d4658e7896c2be |
completed | March 14, 2026, 6:50 a.m. |
Created at: March 8, 2026, 3:11 p.m.