Triple

T16139521
Position Surface form Disambiguated ID Type / Status
Subject Ann Leckie E391615 entity
Predicate notableWork P4 FINISHED
Object Ancillary Justice
Ancillary Justice is an award-winning science fiction novel by Ann Leckie that explores themes of identity, AI consciousness, and empire through the perspective of a starship AI inhabiting a human body.
E1196424 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: Ancillary Justice | Statement: [Ann Leckie, notableWork, Ancillary Justice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ancillary Justice
Context triple: [Ann Leckie, notableWork, Ancillary Justice]
  • A. The Expanse
    The Expanse is a critically acclaimed science fiction television series set in a colonized solar system, known for its realistic space physics, complex political intrigue, and richly developed characters.
  • B. Captain Vorpatril's Alliance
    Captain Vorpatril's Alliance is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga, focusing on the reluctant adventures and romantic entanglements of Ivan Vorpatril.
  • C. Leviathan Wakes
    Leviathan Wakes is a science fiction novel that launches The Expanse series, blending space opera, noir mystery, and political intrigue in a colonized solar system.
  • D. The Hundred Thousand Kingdoms
    The Hundred Thousand Kingdoms is a critically acclaimed epic fantasy novel by N. K. Jemisin that follows a young woman drawn into deadly political and divine intrigues in a world ruled by enslaved gods.
  • E. Citadel of the Stars
    Citadel of the Stars is the translated meaning of the name Osgiliath, the ancient and once-splendid capital city of Gondor in J.R.R. Tolkien’s Middle-earth legendarium.
  • 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: Ancillary Justice
Triple: [Ann Leckie, notableWork, Ancillary Justice]
Generated description
Ancillary Justice is an award-winning science fiction novel by Ann Leckie that explores themes of identity, AI consciousness, and empire through the perspective of a starship AI inhabiting a human body.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ancillary Justice
Target entity description: Ancillary Justice is an award-winning science fiction novel by Ann Leckie that explores themes of identity, AI consciousness, and empire through the perspective of a starship AI inhabiting a human body.
  • A. The Expanse
    The Expanse is a critically acclaimed science fiction television series set in a colonized solar system, known for its realistic space physics, complex political intrigue, and richly developed characters.
  • B. Captain Vorpatril's Alliance
    Captain Vorpatril's Alliance is a science fiction novel in Lois McMaster Bujold’s Vorkosigan Saga, focusing on the reluctant adventures and romantic entanglements of Ivan Vorpatril.
  • C. Leviathan Wakes
    Leviathan Wakes is a science fiction novel that launches The Expanse series, blending space opera, noir mystery, and political intrigue in a colonized solar system.
  • D. The Hundred Thousand Kingdoms
    The Hundred Thousand Kingdoms is a critically acclaimed epic fantasy novel by N. K. Jemisin that follows a young woman drawn into deadly political and divine intrigues in a world ruled by enslaved gods.
  • E. Citadel of the Stars
    Citadel of the Stars is the translated meaning of the name Osgiliath, the ancient and once-splendid capital city of Gondor in J.R.R. Tolkien’s Middle-earth legendarium.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a07b7908190b4e1ec57f60a9274 completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2b75988819094baaff8f53f48ce completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff36d39f48190bb48a1821f08664a completed May 10, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69fff3f2760c8190a58fedc2798614ae completed May 10, 2026, 2:56 a.m.
Created at: April 10, 2026, 5:01 a.m.