Triple

T3277778
Position Surface form Disambiguated ID Type / Status
Subject George R. R. Martin E68797 entity
Predicate notableWork P4 FINISHED
Object A Storm of Swords
A Storm of Swords is the third novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, renowned for its complex political intrigue, shocking plot twists, and pivotal character deaths.
 E345651 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: A Storm of Swords | Statement: [George R. R. Martin, notableWork, A Storm of Swords]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A Storm of Swords
Context triple: [George R. R. Martin, notableWork, A Storm of Swords]
  • A. A Clash of Kings
    A Clash of Kings is the second novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, continuing the complex political and military struggles for control of the Iron Throne.
  • B. A Feast for Crows
    A Feast for Crows is the fourth novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, focusing on the political aftermath of war in Westeros through multiple intertwining character perspectives.
  • C. La Furia Roja
    La Furia Roja is the famous nickname of Spain’s national football team, evoking their passionate, aggressive style of play and iconic red kit.
  • D. A Game of Thrones
    A Game of Thrones is the first novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, renowned for its complex political intrigue, morally ambiguous characters, and brutal, unpredictable storytelling.
  • E. Fire and Blood
    "Fire and Blood" is the climactic season one finale of Game of Thrones, known for its shocking aftermath of Ned Stark’s execution and the birth of Daenerys Targaryen’s dragons.
  • 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: A Storm of Swords
Triple: [George R. R. Martin, notableWork, A Storm of Swords]
Generated description
A Storm of Swords is the third novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, renowned for its complex political intrigue, shocking plot twists, and pivotal character deaths.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A Storm of Swords
Target entity description: A Storm of Swords is the third novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, renowned for its complex political intrigue, shocking plot twists, and pivotal character deaths.
  • A. A Clash of Kings
    A Clash of Kings is the second novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, continuing the complex political and military struggles for control of the Iron Throne.
  • B. A Feast for Crows
    A Feast for Crows is the fourth novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, focusing on the political aftermath of war in Westeros through multiple intertwining character perspectives.
  • C. La Furia Roja
    La Furia Roja is the famous nickname of Spain’s national football team, evoking their passionate, aggressive style of play and iconic red kit.
  • D. A Game of Thrones
    A Game of Thrones is the first novel in George R. R. Martin’s epic fantasy series A Song of Ice and Fire, renowned for its complex political intrigue, morally ambiguous characters, and brutal, unpredictable storytelling.
  • E. Fire and Blood
    "Fire and Blood" is the climactic season one finale of Game of Thrones, known for its shocking aftermath of Ned Stark’s execution and the birth of Daenerys Targaryen’s dragons.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb013de048190bcaac732caa6b174 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3c764548190ac3c90da3763ac62 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2fa431f4c819088c6e0afd4f2f774 completed March 12, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2fe1d4f9c8190a8d4f1206c551671 completed March 12, 2026, 5:55 p.m.
Created at: March 8, 2026, 3:10 p.m.