Triple

T8705442
Position Surface form Disambiguated ID Type / Status
Subject Locus E206635 entity
Predicate hasColumnist P10455 FINISHED
Object Karen Burnham
Karen Burnham is a science fiction critic and reviewer known for her essays, reviews, and commentary on speculative fiction literature.
E756604 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: Karen Burnham | Statement: [Locus, hasColumnist, Karen Burnham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karen Burnham
Context triple: [Locus, hasColumnist, Karen Burnham]
  • A. Ann Denman
    Ann Denman was the wife of renowned English neoclassical sculptor John Flaxman, known primarily through her close association with his life and work.
  • B. Sandra Jolley
    Sandra Jolley was the wife of American businessman and quality management expert Philip Crosby.
  • C. Kate Fahy
    Kate Fahy is a British actress and theatre director known for her extensive stage work and long-term partnership with actor Jonathan Pryce.
  • D. Karen Baird
    Karen Baird is a British football executive best known for serving as the chair of Salford City Football Club, helping oversee the club’s development and rise through the English football league system.
  • E. Diane Buckley
    Diane Buckley is the central character of the sitcom "Trophy Wife," a former party girl adjusting to life as the third wife in a complicated blended family.
  • 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: Karen Burnham
Triple: [Locus, hasColumnist, Karen Burnham]
Generated description
Karen Burnham is a science fiction critic and reviewer known for her essays, reviews, and commentary on speculative fiction literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karen Burnham
Target entity description: Karen Burnham is a science fiction critic and reviewer known for her essays, reviews, and commentary on speculative fiction literature.
  • A. Ann Denman
    Ann Denman was the wife of renowned English neoclassical sculptor John Flaxman, known primarily through her close association with his life and work.
  • B. Sandra Jolley
    Sandra Jolley was the wife of American businessman and quality management expert Philip Crosby.
  • C. Kate Fahy
    Kate Fahy is a British actress and theatre director known for her extensive stage work and long-term partnership with actor Jonathan Pryce.
  • D. Karen Baird
    Karen Baird is a British football executive best known for serving as the chair of Salford City Football Club, helping oversee the club’s development and rise through the English football league system.
  • E. Diane Buckley
    Diane Buckley is the central character of the sitcom "Trophy Wife," a former party girl adjusting to life as the third wife in a complicated blended family.
  • 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_69cf5165c7708190988eeacf4789b708 completed April 3, 2026, 5:34 a.m.
NEDg Description generation batch_69cf540bee8081908f9c176a1971742f completed April 3, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69cf54a056408190bd536f79e3ec33be completed April 3, 2026, 5:48 a.m.
Created at: March 30, 2026, 6:34 p.m.