Triple

T7060148
Position Surface form Disambiguated ID Type / Status
Subject Ken MacLeod E164194 entity
Predicate notableWork P4 FINISHED
Object The Corporation Wars: Emergence
The Corporation Wars: Emergence is a science fiction novel by Ken MacLeod that launches a space-set saga of corporate conflict, political intrigue, and sentient robots fighting for their rights.
E642267 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: Emergence | Statement: [Ken MacLeod, notableWork, The Corporation Wars: Emergence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Corporation Wars: Emergence
Context triple: [Ken MacLeod, notableWork, The Corporation Wars: Emergence]
  • 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. The Swarm
    "The Swarm" is a poem by Winter Trees, likely exploring themes of collective movement, nature, or transformation through vivid, atmospheric imagery.
  • C. The Swarm
    The Swarm is a winged steel roller coaster at Thorpe Park in the UK, themed around a post-apocalyptic disaster with near-miss elements and inversions.
  • D. 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.
  • E. Life's Dominion
    Life's Dominion is a philosophical and legal treatise by Ronald Dworkin that examines the moral and constitutional issues surrounding abortion, euthanasia, and the sanctity of life.
  • 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: Emergence
Triple: [Ken MacLeod, notableWork, The Corporation Wars: Emergence]
Generated description
The Corporation Wars: Emergence is a science fiction novel by Ken MacLeod that launches a space-set saga of corporate conflict, political intrigue, and sentient robots fighting for their rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Corporation Wars: Emergence
Target entity description: The Corporation Wars: Emergence is a science fiction novel by Ken MacLeod that launches a space-set saga of corporate conflict, political intrigue, and sentient robots fighting for their rights.
  • 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. The Swarm
    "The Swarm" is a poem by Winter Trees, likely exploring themes of collective movement, nature, or transformation through vivid, atmospheric imagery.
  • C. The Swarm
    The Swarm is a winged steel roller coaster at Thorpe Park in the UK, themed around a post-apocalyptic disaster with near-miss elements and inversions.
  • D. 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.
  • E. Life's Dominion
    Life's Dominion is a philosophical and legal treatise by Ronald Dworkin that examines the moral and constitutional issues surrounding abortion, euthanasia, and the sanctity of life.
  • 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_69c6e459de348190912cd5326fb8bee0 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c880dc08190813bd9bac580530a completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79d72dd70819084a4bf7e72865ed9 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79e12a40c8190b21128e17c3e212e completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:38 p.m.