Triple

T7060147
Position Surface form Disambiguated ID Type / Status
Subject Ken MacLeod E164194 entity
Predicate notableWork P4 FINISHED
Object The Corporation Wars: Insurgence
The Corporation Wars: Insurgence is a science fiction novel by Ken MacLeod that continues his space-opera saga of sentient robots, corporate warfare, and resurrected soldiers fighting across relativistic deep space.
E638266 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: The Corporation Wars: Insurgence | Statement: [Ken MacLeod, notableWork, The Corporation Wars: Insurgence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Corporation Wars: Insurgence
Context triple: [Ken MacLeod, notableWork, The Corporation Wars: Insurgence]
  • A. The Corporation Wars: Dissidence
    The Corporation Wars: Dissidence is a science fiction novel by Ken MacLeod that blends space opera, AI consciousness, and political intrigue in a future of corporate-controlled interstellar conflict.
  • B. Incursion
    Incursion is an expansion for the MMORPG EVE Online that introduced large-scale Sansha’s Nation invasions and cooperative PvE fleet content to the game.
  • C. Defiance Campaign
    The Defiance Campaign was a major 1952 mass civil disobedience movement in apartheid-era South Africa, led by the African National Congress and allied organizations, to protest unjust segregation laws through nonviolent resistance.
  • D. The Corps
    The Corps is the student military-style leadership organization at Texas A&M University known for its traditions, discipline, and role in campus life.
  • E. War of the Cities
    The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
  • 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: The Corporation Wars: Insurgence
Triple: [Ken MacLeod, notableWork, The Corporation Wars: Insurgence]
Generated description
The Corporation Wars: Insurgence is a science fiction novel by Ken MacLeod that continues his space-opera saga of sentient robots, corporate warfare, and resurrected soldiers fighting across relativistic deep space.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Corporation Wars: Insurgence
Target entity description: The Corporation Wars: Insurgence is a science fiction novel by Ken MacLeod that continues his space-opera saga of sentient robots, corporate warfare, and resurrected soldiers fighting across relativistic deep space.
  • A. The Corporation Wars: Dissidence chosen
    The Corporation Wars: Dissidence is a science fiction novel by Ken MacLeod that blends space opera, AI consciousness, and political intrigue in a future of corporate-controlled interstellar conflict.
  • B. Incursion
    Incursion is an expansion for the MMORPG EVE Online that introduced large-scale Sansha’s Nation invasions and cooperative PvE fleet content to the game.
  • C. Defiance Campaign
    The Defiance Campaign was a major 1952 mass civil disobedience movement in apartheid-era South Africa, led by the African National Congress and allied organizations, to protest unjust segregation laws through nonviolent resistance.
  • D. The Corps
    The Corps is the student military-style leadership organization at Texas A&M University known for its traditions, discipline, and role in campus life.
  • E. War of the Cities
    The War of the Cities was a series of reciprocal missile and air attacks on major urban centers during the Iran–Iraq War, marked by extensive civilian casualties and psychological warfare.
  • F. None of above.

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_69c6e459de348190912cd5326fb8bee0 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7944809348190bfc96df73f1363b3 completed March 28, 2026, 8:41 a.m.
NEDg Description generation batch_69c7982356948190909eefd2b294d480 completed March 28, 2026, 8:58 a.m.
NED2 Entity disambiguation (via description) batch_69c7988c70b881909c66fcd9eaf376b0 completed March 28, 2026, 8:59 a.m.
Created at: March 27, 2026, 2:38 p.m.