Triple
T3313921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Song of Ice and Fire |
E69635
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
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.
|
E391365
|
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: Roose Bolton | Statement: [A Song of Ice and Fire, hasCharacter, Roose Bolton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roose Bolton Context triple: [A Song of Ice and Fire, hasCharacter, Roose Bolton]
-
A.
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.
-
B.
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."
-
C.
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.
-
D.
Samwell Tarly
Samwell Tarly is a timid but intelligent and bookish member of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series, known for his scholarly skills and unexpected bravery.
-
E.
Bran Stark
Bran Stark is a central character in the Game of Thrones saga, a young Stark noble who becomes the mystical Three-Eyed Raven with the power to see into the past, present, and future.
- 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: Roose Bolton Triple: [A Song of Ice and Fire, hasCharacter, Roose Bolton]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roose Bolton Target entity description: 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.
-
A.
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.
-
B.
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."
-
C.
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.
-
D.
Samwell Tarly
Samwell Tarly is a timid but intelligent and bookish member of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series, known for his scholarly skills and unexpected bravery.
-
E.
Bran Stark
Bran Stark is a central character in the Game of Thrones saga, a young Stark noble who becomes the mystical Three-Eyed Raven with the power to see into the past, present, and future.
- 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_69b4fae497588190b8f4d23d2925ad9b |
completed | March 14, 2026, 6:06 a.m. |
| NEDg | Description generation | batch_69b4fbc972ec81908fb0d53e851236c4 |
completed | March 14, 2026, 6:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4ffd256c08190a0cfee3bd0dafda3 |
completed | March 14, 2026, 6:27 a.m. |
Created at: March 8, 2026, 3:11 p.m.