Triple

T14682860
Position Surface form Disambiguated ID Type / Status
Subject Blackwater E344830 entity
Predicate episodePrecededBy P45886 FINISHED
Object The Prince of Winterfell
"The Prince of Winterfell" is an episode of the television series Game of Thrones that continues the political and military tensions in Westeros leading up to the Battle of Blackwater.
E1113499 NE FINISHED

How this triple was built (5 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: The Prince of Winterfell | Statement: [Blackwater, episodePrecededBy, The Prince of Winterfell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Prince of Winterfell
Context triple: [Blackwater, episodePrecededBy, The Prince of Winterfell]
  • A. The Bastard of Winterfell
    The Bastard of Winterfell is a sobriquet for Jon Snow, the illegitimate son of Eddard Stark who becomes a central figure in the struggle for the fate of Westeros in George R.R. Martin’s A Song of Ice and Fire and its TV adaptation Game of Thrones.
  • B. Lord of Winterfell
    Lord of Winterfell is the hereditary ruler of House Stark’s ancestral seat in the North in George R. R. Martin’s A Song of Ice and Fire series and its TV adaptation Game of Thrones.
  • C. Prince of Dragonstone
    The Prince of Dragonstone is the traditional title granted to the heir apparent of House Targaryen and the Iron Throne in the world of A Song of Ice and Fire.
  • D. The King in the North
    "The King in the North" is a recurring title in George R. R. Martin’s A Song of Ice and Fire series and its TV adaptation Game of Thrones, bestowed upon the Stark-led ruler of the independent northern realm of Westeros.
  • E. The Last of the Starks
    "The Last of the Starks" is an episode of the television series Game of Thrones that depicts the political fallout and emotional consequences following the Battle of Winterfell as key characters prepare for the final confrontation over the Iron Throne.
  • 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: The Prince of Winterfell
Triple: [Blackwater, episodePrecededBy, The Prince of Winterfell]
Generated description
"The Prince of Winterfell" is an episode of the television series Game of Thrones that continues the political and military tensions in Westeros leading up to the Battle of Blackwater.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Prince of Winterfell
Target entity description: "The Prince of Winterfell" is an episode of the television series Game of Thrones that continues the political and military tensions in Westeros leading up to the Battle of Blackwater.
  • A. The Bastard of Winterfell
    The Bastard of Winterfell is a sobriquet for Jon Snow, the illegitimate son of Eddard Stark who becomes a central figure in the struggle for the fate of Westeros in George R.R. Martin’s A Song of Ice and Fire and its TV adaptation Game of Thrones.
  • B. Lord of Winterfell
    Lord of Winterfell is the hereditary ruler of House Stark’s ancestral seat in the North in George R. R. Martin’s A Song of Ice and Fire series and its TV adaptation Game of Thrones.
  • C. Prince of Dragonstone
    The Prince of Dragonstone is the traditional title granted to the heir apparent of House Targaryen and the Iron Throne in the world of A Song of Ice and Fire.
  • D. The King in the North
    "The King in the North" is a recurring title in George R. R. Martin’s A Song of Ice and Fire series and its TV adaptation Game of Thrones, bestowed upon the Stark-led ruler of the independent northern realm of Westeros.
  • E. The Last of the Starks
    "The Last of the Starks" is an episode of the television series Game of Thrones that depicts the political fallout and emotional consequences following the Battle of Winterfell as key characters prepare for the final confrontation over the Iron Throne.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: episodePrecededBy
Context triple: [Blackwater, episodePrecededBy, The Prince of Winterfell]
  • A. associatedEpisode
    Indicates that one entity is linked or connected to a particular episode as its related or relevant installment.
  • B. precedesInFilm
    Indicates that one film is released or occurs earlier in sequence or narrative order than another film.
  • C. followsEpisode chosen
    Indicates that one episode occurs directly after another in a sequence or series.
  • D. isPrequelTo
    Indicates that one work or event occurs earlier in time and narratively sets up or leads into another work or event.
  • E. precededByNetworkForSeries
    Indicates that one network chronologically aired or was associated with a series before another network for that same series.
  • F. None of above.

Provenance (6 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb56a51ec8190941684fd562a7182 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde182dab08190aac2ff2db666ee69 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5efec48819098c55c7b4abcc7a5 completed May 8, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69fde66b1bf881908072a50d43a527f2 completed May 8, 2026, 1:34 p.m.
PD Predicate disambiguation batch_69de6579fb7881909becc8f5822b39d4 completed April 14, 2026, 4:04 p.m.
Created at: April 10, 2026, 1:28 a.m.