Triple

T6910291
Position Surface form Disambiguated ID Type / Status
Subject Lois McMaster Bujold E159912 entity
Predicate notableWork P4 FINISHED
Object Komarr
Komarr is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga, focusing on political intrigue, ecological disaster, and character-driven drama on the planet Komarr.
 E628389 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: Komarr | Statement: [Lois McMaster Bujold, notableWork, Komarr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Komarr
Context triple: [Lois McMaster Bujold, notableWork, Komarr]
  • A. 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.
  • B. Giedi Prime
    Giedi Prime is the heavily industrialized, polluted homeworld of House Harkonnen in the Dune universe, known for its harsh environment and oppressive society.
  • C. Trantor
    Trantor is the vast, planet-wide city that serves as the capital of the Galactic Empire in Isaac Asimov’s science fiction universe.
  • D. Ceti
    Ceti is the Latin genitive form of Cetus, used in astronomy to denote stars and objects belonging to the constellation Cetus.
  • E. Kessel
    Kessel is a French surname most notably borne by Joseph Kessel, a prominent 20th-century novelist and journalist.
  • 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: Komarr
Triple: [Lois McMaster Bujold, notableWork, Komarr]
Generated description
Komarr is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga, focusing on political intrigue, ecological disaster, and character-driven drama on the planet Komarr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Komarr
Target entity description: Komarr is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga, focusing on political intrigue, ecological disaster, and character-driven drama on the planet Komarr.
  • A. 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.
  • B. Giedi Prime
    Giedi Prime is the heavily industrialized, polluted homeworld of House Harkonnen in the Dune universe, known for its harsh environment and oppressive society.
  • C. Trantor
    Trantor is the vast, planet-wide city that serves as the capital of the Galactic Empire in Isaac Asimov’s science fiction universe.
  • D. Ceti
    Ceti is the Latin genitive form of Cetus, used in astronomy to denote stars and objects belonging to the constellation Cetus.
  • E. Kessel
    Kessel is a French surname most notably borne by Joseph Kessel, a prominent 20th-century novelist and journalist.
  • 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_69c75127b71c8190ac958a178795dcf7 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c751ebf4f48190bb206dd9c1d8bc7b completed March 28, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:25 p.m.