Triple

T6910287
Position Surface form Disambiguated ID Type / Status
Subject Lois McMaster Bujold E159912 entity
Predicate notableWork P4 FINISHED
Object Barrayar
Barrayar is a science fiction novel by Lois McMaster Bujold, part of her Vorkosigan Saga, that explores political upheaval and personal transformation on a militaristic planet.
 E628045 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: Barrayar | Statement: [Lois McMaster Bujold, notableWork, Barrayar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barrayar
Context triple: [Lois McMaster Bujold, notableWork, Barrayar]
  • A. Wadska
    Wadska is a central character in the series "Good Vibes," known for his laid-back, comedic personality within the show's ensemble cast.
  • B. Adjarians
    Adjarians are a distinct ethnographic subgroup of Georgians primarily inhabiting the southwestern Adjara region, known for their unique blend of Georgian and historical Ottoman cultural influences.
  • C. Caladan
    Caladan is the oceanic homeworld of House Atreides in the Dune universe, known for its rainy climate, lush landscapes, and stark contrast to the desert planet Arrakis.
  • D. Aezani
    Aezani was an ancient Phrygian city in modern-day Turkey, notable for its well-preserved Roman ruins including a major temple to Zeus and other public buildings.
  • E. Shyriiwook
    Shyriiwook is the guttural, roaring language spoken by the Wookiee species in the Star Wars universe.
  • 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: Barrayar
Triple: [Lois McMaster Bujold, notableWork, Barrayar]
Generated description
Barrayar is a science fiction novel by Lois McMaster Bujold, part of her Vorkosigan Saga, that explores political upheaval and personal transformation on a militaristic planet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barrayar
Target entity description: Barrayar is a science fiction novel by Lois McMaster Bujold, part of her Vorkosigan Saga, that explores political upheaval and personal transformation on a militaristic planet.
  • A. Wadska
    Wadska is a central character in the series "Good Vibes," known for his laid-back, comedic personality within the show's ensemble cast.
  • B. Adjarians
    Adjarians are a distinct ethnographic subgroup of Georgians primarily inhabiting the southwestern Adjara region, known for their unique blend of Georgian and historical Ottoman cultural influences.
  • C. Caladan
    Caladan is the oceanic homeworld of House Atreides in the Dune universe, known for its rainy climate, lush landscapes, and stark contrast to the desert planet Arrakis.
  • D. Aezani
    Aezani was an ancient Phrygian city in modern-day Turkey, notable for its well-preserved Roman ruins including a major temple to Zeus and other public buildings.
  • E. Shyriiwook
    Shyriiwook is the guttural, roaring language spoken by the Wookiee species in the Star Wars universe.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9c00e948190b103a2b2a2738bb1 completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c749076f6c819088b0b40dd3e208b0 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c74c274258819099913ac5610730ac completed March 28, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c74cca47b88190867550802db43ef0 completed March 28, 2026, 3:36 a.m.
Created at: March 27, 2026, 2:25 p.m.