Triple
T16047601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ramsay Bolton |
E389262
|
entity |
| Predicate | kills |
P19780
|
FINISHED |
| Object |
Walda Bolton (TV series)
Walda Bolton is a minor character in the television series "Game of Thrones," known as Roose Bolton’s young Frey wife who becomes a victim of Ramsay Bolton’s brutality.
|
E1190846
|
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: Walda Bolton (TV series) | Statement: [Ramsay Bolton, kills, Walda Bolton (TV series)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Walda Bolton (TV series) Context triple: [Ramsay Bolton, kills, Walda Bolton (TV series)]
-
A.
Dorna Lannister
Dorna Lannister is a minor noblewoman in the Game of Thrones television series, known primarily as the wife of Kevan Lannister and a member of House Lannister.
-
B.
Joanna Lannister
Joanna Lannister is a noblewoman of House Lannister in the world of "A Song of Ice and Fire," known primarily as the wife of Tywin Lannister and a key figure in the lineage of the Lannister family.
-
C.
Genna Lannister
Genna Lannister is a noblewoman of House Lannister in the world of "Game of Thrones," known for her sharp tongue, strong will, and influential role within her powerful Westerosi family.
-
D.
Roslin Frey
Roslin Frey is a young noblewoman of House Frey in the "A Song of Ice and Fire" series, whose politically arranged marriage plays a key role in the events surrounding the Red Wedding.
-
E.
Gail Hightower
Gail Hightower is a disgraced former Presbyterian minister in William Faulkner’s novel "Light in August," haunted by his family’s violent past and obsessed with Civil War heroism.
- 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: Walda Bolton (TV series) Triple: [Ramsay Bolton, kills, Walda Bolton (TV series)]
Generated description
Walda Bolton is a minor character in the television series "Game of Thrones," known as Roose Bolton’s young Frey wife who becomes a victim of Ramsay Bolton’s brutality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Walda Bolton (TV series) Target entity description: Walda Bolton is a minor character in the television series "Game of Thrones," known as Roose Bolton’s young Frey wife who becomes a victim of Ramsay Bolton’s brutality.
-
A.
Dorna Lannister
Dorna Lannister is a minor noblewoman in the Game of Thrones television series, known primarily as the wife of Kevan Lannister and a member of House Lannister.
-
B.
Joanna Lannister
Joanna Lannister is a noblewoman of House Lannister in the world of "A Song of Ice and Fire," known primarily as the wife of Tywin Lannister and a key figure in the lineage of the Lannister family.
-
C.
Genna Lannister
Genna Lannister is a noblewoman of House Lannister in the world of "Game of Thrones," known for her sharp tongue, strong will, and influential role within her powerful Westerosi family.
-
D.
Roslin Frey
Roslin Frey is a young noblewoman of House Frey in the "A Song of Ice and Fire" series, whose politically arranged marriage plays a key role in the events surrounding the Red Wedding.
-
E.
Gail Hightower
Gail Hightower is a disgraced former Presbyterian minister in William Faulkner’s novel "Light in August," haunted by his family’s violent past and obsessed with Civil War heroism.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1835eda348190aff492f0ff668cce |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbddc25481908fca660c4f14eaff |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffdc915be88190a0e949fcee608242 |
completed | May 10, 2026, 1:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffdd17239c8190a3c0c4d146a279f7 |
completed | May 10, 2026, 1:19 a.m. |
Created at: April 10, 2026, 4:56 a.m.