Triple

T12911837
Position Surface form Disambiguated ID Type / Status
Subject Brotherhood of Steel E308881 entity
Predicate hasBranch P35 FINISHED
Object 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.
E1009905 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 Outcasts | Statement: [Brotherhood of Steel, hasBranch, Brotherhood Outcasts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brotherhood Outcasts
Context triple: [Brotherhood of Steel, hasBranch, Brotherhood Outcasts]
  • A. The Brotherhood
    The Brotherhood is a work by author Edward Lewis, likely a novel centered on themes of secret societies, loyalty, and power.
  • B. The Brotherhood
    The Brotherhood is a film featuring actor Matthew Salinger, known for its crime-driven narrative and themes of loyalty and betrayal.
  • C. 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.
  • D. Brother Blood
    Brother Blood is a recurring supervillain and cult leader in the Teen Titans animated series, known for his technological prowess, mind control, and obsession with defeating Cyborg and the Titans.
  • E. Outcasts
    Outcasts is a British science fiction television drama series set on a distant planet where a group of human colonists struggle to build a new society after Earth’s destruction.
  • 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 Outcasts
Triple: [Brotherhood of Steel, hasBranch, Brotherhood Outcasts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brotherhood Outcasts
Target entity description: 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.
  • A. The Brotherhood
    The Brotherhood is a work by author Edward Lewis, likely a novel centered on themes of secret societies, loyalty, and power.
  • B. The Brotherhood
    The Brotherhood is a film featuring actor Matthew Salinger, known for its crime-driven narrative and themes of loyalty and betrayal.
  • C. 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.
  • D. Brother Blood
    Brother Blood is a recurring supervillain and cult leader in the Teen Titans animated series, known for his technological prowess, mind control, and obsession with defeating Cyborg and the Titans.
  • E. Outcasts
    Outcasts is a British science fiction television drama series set on a distant planet where a group of human colonists struggle to build a new society after Earth’s destruction.
  • 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_69d7bdf92b588190acdf2a2291ac4590 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9719f96248190b746f9d4a468560c completed April 10, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a56b50b48190a0deefd491ed8c4a completed May 3, 2026, 1:31 a.m.
NEDg Description generation batch_69f6a6db731c819091b96c4ed6a50f19 completed May 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69f6a8a31264819082c1ce67eaa529cc completed May 3, 2026, 1:45 a.m.
Created at: April 9, 2026, 5:41 p.m.