Triple

T8705437
Position Surface form Disambiguated ID Type / Status
Subject Locus E206635 entity
Predicate hasColumnist P10455 FINISHED
Object Gary K. Wolfe
Gary K. Wolfe is an American literary critic and scholar best known for his influential work on science fiction and fantasy literature.
E750569 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: Gary K. Wolfe | Statement: [Locus, hasColumnist, Gary K. Wolfe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary K. Wolfe
Context triple: [Locus, hasColumnist, Gary K. Wolfe]
  • A. David G. Hartwell
    David G. Hartwell was an influential American science fiction and fantasy editor, anthologist, and critic known for shaping the genre through his work at major publishing houses and his acclaimed themed anthologies.
  • B. Brian Hartnett
    Brian Hartnett is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Hartnett surname.
  • C. Gregory Benford
    Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
  • D. Adam Roberts
    Adam Roberts is a British science fiction author and academic known for his inventive novels, critical studies of the genre, and multiple award-winning works.
  • E. Michael T. Good
    Michael T. Good is a NASA astronaut and retired U.S. Air Force colonel who flew on multiple Space Shuttle missions, including the final servicing mission to the Hubble Space Telescope.
  • 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: Gary K. Wolfe
Triple: [Locus, hasColumnist, Gary K. Wolfe]
Generated description
Gary K. Wolfe is an American literary critic and scholar best known for his influential work on science fiction and fantasy literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary K. Wolfe
Target entity description: Gary K. Wolfe is an American literary critic and scholar best known for his influential work on science fiction and fantasy literature.
  • A. David G. Hartwell
    David G. Hartwell was an influential American science fiction and fantasy editor, anthologist, and critic known for shaping the genre through his work at major publishing houses and his acclaimed themed anthologies.
  • B. Brian Hartnett
    Brian Hartnett is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the Hartnett surname.
  • C. Gregory Benford
    Gregory Benford is an American science fiction author and astrophysicist best known for his hard science fiction novels such as "Timescape" and his contributions to the Galactic Center series.
  • D. Adam Roberts
    Adam Roberts is a British science fiction author and academic known for his inventive novels, critical studies of the genre, and multiple award-winning works.
  • E. Michael T. Good
    Michael T. Good is a NASA astronaut and retired U.S. Air Force colonel who flew on multiple Space Shuttle missions, including the final servicing mission to the Hubble Space Telescope.
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58fb43f081909df5d1e31cb1ec04 completed March 31, 2026, 11:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef423b1c4819081ea887af8f8e576 completed April 2, 2026, 10:56 p.m.
NEDg Description generation batch_69cef622bc58819085db9fc2413b5518 completed April 2, 2026, 11:05 p.m.
NED2 Entity disambiguation (via description) batch_69cef6c2618c8190a68bb99eca8fc0f3 completed April 2, 2026, 11:07 p.m.
Created at: March 30, 2026, 6:34 p.m.