Triple

T14180071
Position Surface form Disambiguated ID Type / Status
Subject The Broken Man E351428 entity
Predicate featuresGroup P17143 FINISHED
Object Brotherhood Without Banners
The Brotherhood Without Banners is an outlaw group in George R. R. Martin’s A Song of Ice and Fire series that fights in the Riverlands as self-styled defenders of the common people during the War of the Five Kings.
 E1083674 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: Brotherhood Without Banners | Statement: [The Broken Man, featuresGroup, Brotherhood Without Banners]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brotherhood Without Banners
Context triple: [The Broken Man, featuresGroup, Brotherhood Without Banners]
  • A. Code of the Brethren
    The Code of the Brethren is the legendary pirate code of conduct governing the actions and decisions of the Brethren Court in the Pirates of the Caribbean universe.
  • B. Brotherhood
    Brotherhood is an American television drama series that explores the complex relationship between two brothers on opposite sides of the law in Providence, Rhode Island.
  • C. Brotherhood
    "Brotherhood" is a 2016 British crime drama film written, directed by, and starring Noel Clarke, serving as the final installment in his urban trilogy that began with "Kidulthood" and "Adulthood."
  • D. Brotherhood
    "Brotherhood" is a studio album by American rock band The Doobie Brothers, showcasing their blend of rock, pop, and soul influences in the early 1990s.
  • E. Brotherhood Outcasts
    The Brotherhood Outcasts are a splinter faction of the Brotherhood of Steel in the Fallout universe, composed of members who broke away over ideological differences regarding technology and the group's original mission.
  • 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: Brotherhood Without Banners
Triple: [The Broken Man, featuresGroup, Brotherhood Without Banners]
Generated description
The Brotherhood Without Banners is an outlaw group in George R. R. Martin’s A Song of Ice and Fire series that fights in the Riverlands as self-styled defenders of the common people during the War of the Five Kings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brotherhood Without Banners
Target entity description: The Brotherhood Without Banners is an outlaw group in George R. R. Martin’s A Song of Ice and Fire series that fights in the Riverlands as self-styled defenders of the common people during the War of the Five Kings.
  • A. Code of the Brethren
    The Code of the Brethren is the legendary pirate code of conduct governing the actions and decisions of the Brethren Court in the Pirates of the Caribbean universe.
  • B. Brotherhood
    Brotherhood is an American television drama series that explores the complex relationship between two brothers on opposite sides of the law in Providence, Rhode Island.
  • C. Brotherhood
    "Brotherhood" is a 2016 British crime drama film written, directed by, and starring Noel Clarke, serving as the final installment in his urban trilogy that began with "Kidulthood" and "Adulthood."
  • D. Brotherhood
    "Brotherhood" is a studio album by American rock band The Doobie Brothers, showcasing their blend of rock, pop, and soul influences in the early 1990s.
  • E. Brotherhood Outcasts
    The Brotherhood Outcasts are a splinter faction of the Brotherhood of Steel in the Fallout universe, composed of members who broke away over ideological differences regarding technology and the group's original mission.
  • 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_69d8278834a08190b0f1784e58d7b99c completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61c90abc8190a9b9dc1f50db59fa completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf8114774819094670dd800a40796 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd04c17ee881908c84a2d0dbdc491e completed May 7, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69fd065c9ecc81908ea544f42136e32c completed May 7, 2026, 9:38 p.m.
Created at: April 10, 2026, 1:02 a.m.