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.