Triple
T3285086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Winds of Winter |
E68960
|
entity |
| Predicate | announcedFocus |
P31
|
FINISHED |
| Object |
aftermath of the Battle of Ice
The aftermath of the Battle of Ice is a forthcoming narrative sequence in George R. R. Martin’s The Winds of Winter that explores the political, military, and personal consequences of the northern clash between Stannis Baratheon’s forces and the Freys and Boltons.
|
E345473
|
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: aftermath of the Battle of Ice | Statement: [The Winds of Winter, announcedFocus, aftermath of the Battle of Ice]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: aftermath of the Battle of Ice Context triple: [The Winds of Winter, announcedFocus, aftermath of the Battle of Ice]
-
A.
Harrying of the North
The Harrying of the North was a brutal campaign of devastation and repression in northern England carried out by William the Conqueror in 1069–70 to crush resistance to Norman rule.
-
B.
Battle on the Ice
Battle on the Ice was a 1242 military engagement on the frozen Lake Peipus in which Alexander Nevsky’s forces decisively defeated the Teutonic Knights, halting their eastward expansion.
-
C.
War of the Two Kings
The War of the Two Kings was a late 17th-century conflict in Ireland between supporters of the deposed Catholic King James II and those of the Protestant King William III, forming part of the wider struggle for the English, Scottish, and Irish thrones.
-
D.
War of the Two Peters
The War of the Two Peters was a 14th-century conflict between the Crown of Aragon and the Kingdom of Castile, primarily over control of the Kingdom of Valencia and Mediterranean influence.
-
E.
Battle of Helm's Deep
The Battle of Helm's Deep is a climactic siege in J.R.R. Tolkien's Middle-earth legendarium, famed for its desperate defense of a mountain fortress against overwhelming forces of Saruman.
- 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: aftermath of the Battle of Ice Triple: [The Winds of Winter, announcedFocus, aftermath of the Battle of Ice]
Generated description
The aftermath of the Battle of Ice is a forthcoming narrative sequence in George R. R. Martin’s The Winds of Winter that explores the political, military, and personal consequences of the northern clash between Stannis Baratheon’s forces and the Freys and Boltons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: aftermath of the Battle of Ice Target entity description: The aftermath of the Battle of Ice is a forthcoming narrative sequence in George R. R. Martin’s The Winds of Winter that explores the political, military, and personal consequences of the northern clash between Stannis Baratheon’s forces and the Freys and Boltons.
-
A.
Harrying of the North
The Harrying of the North was a brutal campaign of devastation and repression in northern England carried out by William the Conqueror in 1069–70 to crush resistance to Norman rule.
-
B.
Daenerys Targaryen's conquest of Slaver's Bay
Daenerys Targaryen's conquest of Slaver's Bay is a major military and political campaign in the world of *A Song of Ice and Fire*/*Game of Thrones* in which she overthrows the slaveholding cities of Essos to establish herself as a liberator and ruler.
-
C.
Battle on the Ice
Battle on the Ice was a 1242 military engagement on the frozen Lake Peipus in which Alexander Nevsky’s forces decisively defeated the Teutonic Knights, halting their eastward expansion.
-
D.
War of the Two Kings
The War of the Two Kings was a late 17th-century conflict in Ireland between supporters of the deposed Catholic King James II and those of the Protestant King William III, forming part of the wider struggle for the English, Scottish, and Irish thrones.
-
E.
War of the Two Peters
The War of the Two Peters was a 14th-century conflict between the Crown of Aragon and the Kingdom of Castile, primarily over control of the Kingdom of Valencia and Mediterranean influence.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: announcedFocus Context triple: [The Winds of Winter, announcedFocus, aftermath of the Battle of Ice]
-
A.
announcedTo
Indicates that one entity formally communicated or made known some information, decision, or event to another specific entity.
-
B.
announcedThat
Indicates that one entity publicly communicated or declared a specific fact, decision, or piece of information about another entity or situation.
-
C.
focusesOn
chosen
Indicates that one entity directs its attention, effort, or primary activity toward another entity or specific subject.
-
D.
announcedAs
Indicates that one entity is publicly presented, declared, or introduced in a specified role, name, or capacity by another entity.
-
E.
primaryAnnouncer
Indicates that an entity serves as the main or lead announcer in a given event, program, or context.
- 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_69ad859c463481909ca4be267336c290 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0377c9c819089af47952946de52 |
completed | March 8, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e8583e1881908a8d19fb9e105691 |
completed | March 12, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69b2e8d165488190bdb6c07257f7502a |
completed | March 12, 2026, 4:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ecfd3c20819089bc0b2141aee8eb |
completed | March 12, 2026, 4:42 p.m. |
| PD | Predicate disambiguation | batch_69ada421fadc8190b7c7d3c8afd20061 |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:10 p.m.