Triple

T7060137
Position Surface form Disambiguated ID Type / Status
Subject Ken MacLeod E164194 entity
Predicate notableWork P4 FINISHED
Object Cosmonaut Keep
Cosmonaut Keep is a science fiction novel by Ken MacLeod that blends space opera, political intrigue, and speculative technology in a future shaped by alien contact and human factionalism.
E638257 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: Cosmonaut Keep | Statement: [Ken MacLeod, notableWork, Cosmonaut Keep]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cosmonaut Keep
Context triple: [Ken MacLeod, notableWork, Cosmonaut Keep]
  • A. Kozmodemyansk
    Kozmodemyansk is a historic town in the Mari El Republic of Russia, situated on the Volga River and known for its traditional Mari culture and wooden architecture.
  • B. Svobodny Cosmodrome
    Svobodny Cosmodrome was a former Russian military and commercial space launch facility in the Amur Oblast of the Russian Far East that preceded the development of the Vostochny Cosmodrome.
  • C. Profsoyuznaya station
    Profsoyuznaya station is a stop on the Volgograd Metrotram light rail system in Volgograd, Russia.
  • D. Clavius Base
    Clavius Base is a production company associated with the film "That Thing You Do!" and other entertainment projects.
  • E. Kaeson Station
    Kaeson Station is a notable stop on Pyongyang’s metro system, known for its grand socialist-realist decor and proximity to the Arch of Triumph.
  • 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: Cosmonaut Keep
Triple: [Ken MacLeod, notableWork, Cosmonaut Keep]
Generated description
Cosmonaut Keep is a science fiction novel by Ken MacLeod that blends space opera, political intrigue, and speculative technology in a future shaped by alien contact and human factionalism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cosmonaut Keep
Target entity description: Cosmonaut Keep is a science fiction novel by Ken MacLeod that blends space opera, political intrigue, and speculative technology in a future shaped by alien contact and human factionalism.
  • A. Kozmodemyansk
    Kozmodemyansk is a historic town in the Mari El Republic of Russia, situated on the Volga River and known for its traditional Mari culture and wooden architecture.
  • B. Svobodny Cosmodrome
    Svobodny Cosmodrome was a former Russian military and commercial space launch facility in the Amur Oblast of the Russian Far East that preceded the development of the Vostochny Cosmodrome.
  • C. Profsoyuznaya station
    Profsoyuznaya station is a stop on the Volgograd Metrotram light rail system in Volgograd, Russia.
  • D. Clavius Base
    Clavius Base is a production company associated with the film "That Thing You Do!" and other entertainment projects.
  • E. Kaeson Station
    Kaeson Station is a notable stop on Pyongyang’s metro system, known for its grand socialist-realist decor and proximity to the Arch of Triumph.
  • 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e458ad9c81908c3f492b317ce291 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788af20cc819084542035410aafbd completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c78968b8588190b26afb5fe1a976db completed March 28, 2026, 7:55 a.m.
NED2 Entity disambiguation (via description) batch_69c78a520b4081908b4822fb55c3dab9 completed March 28, 2026, 7:59 a.m.
Created at: March 27, 2026, 2:38 p.m.