Triple
T3313958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Song of Ice and Fire |
E69635
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Benjen Stark
Benjen Stark is a member of House Stark and a First Ranger of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series.
|
E396601
|
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: Benjen Stark | Statement: [A Song of Ice and Fire, hasCharacter, Benjen Stark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjen Stark Context triple: [A Song of Ice and Fire, hasCharacter, Benjen Stark]
-
A.
Jeor Mormont
Jeor Mormont is the grizzled, duty-bound Lord Commander of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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: Benjen Stark Triple: [A Song of Ice and Fire, hasCharacter, Benjen Stark]
Generated description
Benjen Stark is a member of House Stark and a First Ranger of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjen Stark Target entity description: Benjen Stark is a member of House Stark and a First Ranger of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series.
-
A.
Jeor Mormont
Jeor Mormont is the grizzled, duty-bound Lord Commander of the Night's Watch in George R. R. Martin's A Song of Ice and Fire series.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69b51c5e56b081909794cbab0c3e1cc9 |
completed | March 14, 2026, 8:29 a.m. |
| NEDg | Description generation | batch_69b51d61e89081909e1df16631274746 |
completed | March 14, 2026, 8:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51dcb5cb88190ad859cde9f10918a |
completed | March 14, 2026, 8:35 a.m. |
Created at: March 8, 2026, 3:11 p.m.