Triple

T6910078
Position Surface form Disambiguated ID Type / Status
Subject Tor Books E159906 entity
Predicate notableSeriesPublished P34355 FINISHED
Object Vorkosigan Saga (some editions)
Vorkosigan Saga (some editions) is a celebrated science fiction series by Lois McMaster Bujold that follows the adventures and political intrigues of Miles Vorkosigan and his family in a richly developed interstellar empire.
E628020 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: Vorkosigan Saga (some editions) | Statement: [Tor Books, notableSeriesPublished, Vorkosigan Saga (some editions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vorkosigan Saga (some editions)
Context triple: [Tor Books, notableSeriesPublished, Vorkosigan Saga (some editions)]
  • A. The Vorkosigan Companion
    The Vorkosigan Companion is a reference and guidebook exploring Lois McMaster Bujold’s Vorkosigan Saga universe, its characters, and its themes.
  • B. Hainish Cycle
    The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
  • C. The Space Trilogy
    The Space Trilogy is a series of science fiction novels by C. S. Lewis that blend space travel with Christian theology, philosophical themes, and mythic storytelling.
  • D. Known Space
    Known Space is a shared science fiction universe created by Larry Niven, featuring a far-future setting with advanced human and alien civilizations, of which the Ringworld is one of the most famous locations.
  • E. Born series
    The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
  • 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: Vorkosigan Saga (some editions)
Triple: [Tor Books, notableSeriesPublished, Vorkosigan Saga (some editions)]
Generated description
Vorkosigan Saga (some editions) is a celebrated science fiction series by Lois McMaster Bujold that follows the adventures and political intrigues of Miles Vorkosigan and his family in a richly developed interstellar empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vorkosigan Saga (some editions)
Target entity description: Vorkosigan Saga (some editions) is a celebrated science fiction series by Lois McMaster Bujold that follows the adventures and political intrigues of Miles Vorkosigan and his family in a richly developed interstellar empire.
  • A. The Vorkosigan Companion
    The Vorkosigan Companion is a reference and guidebook exploring Lois McMaster Bujold’s Vorkosigan Saga universe, its characters, and its themes.
  • B. Hainish Cycle
    The Hainish Cycle is a loosely connected series of science fiction works by Ursula K. Le Guin that explore themes of culture, politics, and anthropology across a shared interstellar setting.
  • C. The Space Trilogy
    The Space Trilogy is a series of science fiction novels by C. S. Lewis that blend space travel with Christian theology, philosophical themes, and mythic storytelling.
  • D. Known Space
    Known Space is a shared science fiction universe created by Larry Niven, featuring a far-future setting with advanced human and alien civilizations, of which the Ringworld is one of the most famous locations.
  • E. Born series
    The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
  • 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.