Triple

T7060062
Position Surface form Disambiguated ID Type / Status
Subject Charles Stross E164193 entity
Predicate familyName P18 FINISHED
Object Stross
Stross is a surname most notably associated with British science fiction and fantasy author Charles Stross.
E638223 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: Stross | Statement: [Charles Stross, familyName, Stross]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stross
Context triple: [Charles Stross, familyName, Stross]
  • 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. Ringworld
    Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
  • C. A Brief History of the Future
    A Brief History of the Future is a book by Mike Moore that explores potential social, political, and technological developments shaping humanity’s long-term future.
  • D. The Three-Body Problem
    The Three-Body Problem is a landmark science fiction novel by Chinese author Liu Cixin that explores humanity’s first contact with an alien civilization against the backdrop of China’s Cultural Revolution.
  • E. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • 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: Stross
Triple: [Charles Stross, familyName, Stross]
Generated description
Stross is a surname most notably associated with British science fiction and fantasy author Charles Stross.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stross
Target entity description: Stross is a surname most notably associated with British science fiction and fantasy author Charles Stross.
  • 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. Ringworld
    Ringworld is a science fiction megastructure concept, popularized by Larry Niven’s novel of the same name, depicting a vast artificial ring encircling a star to provide an enormous habitable surface area.
  • C. A Brief History of the Future
    A Brief History of the Future is a book by Mike Moore that explores potential social, political, and technological developments shaping humanity’s long-term future.
  • D. The Three-Body Problem
    The Three-Body Problem is a landmark science fiction novel by Chinese author Liu Cixin that explores humanity’s first contact with an alien civilization against the backdrop of China’s Cultural Revolution.
  • E. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • 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.