Triple
T3313920
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Song of Ice and Fire |
E69635
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
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.
|
E389262
|
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: Ramsay Bolton | Statement: [A Song of Ice and Fire, hasCharacter, Ramsay Bolton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ramsay Bolton Context triple: [A Song of Ice and Fire, hasCharacter, Ramsay Bolton]
-
A.
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.
-
B.
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.
-
C.
Sandor Clegane
Sandor Clegane is a scarred, brutal yet deeply conflicted warrior known as "The Hound" in George R. R. Martin’s A Song of Ice and Fire series.
-
D.
Theon Greyjoy
Theon Greyjoy is a prominent character in the Game of Thrones series, a conflicted heir of the Iron Islands whose shifting loyalties and brutal captivity define one of the show’s most tragic arcs.
-
E.
Petyr Baelish
Petyr Baelish is a cunning and manipulative political schemer in the Game of Thrones universe, known for his ambition, strategic plotting, and role in destabilizing the 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: Ramsay Bolton Triple: [A Song of Ice and Fire, hasCharacter, Ramsay Bolton]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ramsay Bolton Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Sandor Clegane
Sandor Clegane is a scarred, brutal yet deeply conflicted warrior known as "The Hound" in George R. R. Martin’s A Song of Ice and Fire series.
-
D.
Theon Greyjoy
Theon Greyjoy is a prominent character in the Game of Thrones series, a conflicted heir of the Iron Islands whose shifting loyalties and brutal captivity define one of the show’s most tragic arcs.
-
E.
Petyr Baelish
Petyr Baelish is a cunning and manipulative political schemer in the Game of Thrones universe, known for his ambition, strategic plotting, and role in destabilizing the 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_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_69b4f015f7188190a0b6d7923bba703f |
completed | March 14, 2026, 5:20 a.m. |
| NEDg | Description generation | batch_69b4f1048f948190a915354c30517ef5 |
completed | March 14, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f4bbf4508190958091e841e796a3 |
completed | March 14, 2026, 5:40 a.m. |
Created at: March 8, 2026, 3:11 p.m.