Triple

T7013512
Position Surface form Disambiguated ID Type / Status
Subject Vernor Vinge E162641 entity
Predicate influenced P9 FINISHED
Object Neal Stephenson E108677 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Neal Stephenson | Statement: [Vernor Vinge, influenced, Neal Stephenson]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neal Stephenson
Context triple: [Vernor Vinge, influenced, Neal Stephenson]
  • A. Neal Stephenson chosen
    Neal Stephenson is an American speculative fiction author known for his dense, idea-driven novels that blend science, history, technology, and philosophy, such as "Snow Crash" and "Cryptonomicon."
  • B. Bruce Sterling
    Bruce Sterling is an American science fiction author and futurist best known as a leading figure in the cyberpunk movement and for works such as "Islands in the Net" and "Schismatrix."
  • C. William Gibson
    William Gibson is a pioneering science fiction author best known for helping define the cyberpunk genre with works like "Neuromancer," which profoundly influenced later speculative fiction writers.
  • D. Dan Hartnett
    Dan Hartnett is an individual notable enough to be recognized as a bearer of the Hartnett surname, though specific widely known public details about him are not clearly established.
  • E. Vernor Vinge
    Vernor Vinge is an American science fiction author and retired computer scientist known for popularizing the concept of the technological singularity and for his multiple award-winning novels and stories.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c6885a127c8190867b059bdccf13ff elicitation completed
NER batch_69c6dc59cbfc8190bba9ebd14143d43c ner completed
NED1 batch_69c76a4ff6148190a7a453328507fd6b ned_source_triple completed
Created at: March 27, 2026, 2:34 p.m.