Triple

T7242150
Position Surface form Disambiguated ID Type / Status
Subject Kershaw E156381 entity
Predicate hasNotableBearer P458 FINISHED
Object Thomas Kershaw
Thomas Kershaw is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Kershaw.
E652268 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: Thomas Kershaw | Statement: [Kershaw, hasNotableBearer, Thomas Kershaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Kershaw
Context triple: [Kershaw, hasNotableBearer, Thomas Kershaw]
  • A. Thomas Pilger
    Thomas Pilger is an individual notable enough to be recognized as a namesake of the surname Pilger, though specific widely known biographical details about him are not well documented.
  • B. Heilbronn Halberstam
    Heilbronn–Halberstam refers to a result in analytic number theory, associated with Hans Heilbronn and H. Halberstam, concerning the distribution of prime numbers in arithmetic progressions.
  • C. Gerhard Weinberg
    Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
  • D. Nicholas Goodrick-Clarke
    Nicholas Goodrick-Clarke was a British historian and scholar renowned for his influential research on Western esotericism, occultism, and their intersections with modern political ideologies.
  • E. Georg Klemperer
    Georg Klemperer was a German physician and medical professor known for his contributions to internal medicine in the late 19th and early 20th centuries.
  • 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: Thomas Kershaw
Triple: [Kershaw, hasNotableBearer, Thomas Kershaw]
Generated description
Thomas Kershaw is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Kershaw.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Kershaw
Target entity description: Thomas Kershaw is a notable individual distinguished enough to be recognized as a prominent bearer of the surname Kershaw.
  • A. Thomas Pilger
    Thomas Pilger is an individual notable enough to be recognized as a namesake of the surname Pilger, though specific widely known biographical details about him are not well documented.
  • B. Heilbronn Halberstam
    Heilbronn–Halberstam refers to a result in analytic number theory, associated with Hans Heilbronn and H. Halberstam, concerning the distribution of prime numbers in arithmetic progressions.
  • C. Gerhard Weinberg
    Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
  • D. Nicholas Goodrick-Clarke
    Nicholas Goodrick-Clarke was a British historian and scholar renowned for his influential research on Western esotericism, occultism, and their intersections with modern political ideologies.
  • E. Georg Klemperer
    Georg Klemperer was a German physician and medical professor known for his contributions to internal medicine in the late 19th and early 20th centuries.
  • 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_69c68827b5e481908dc05e145b2c92d4 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea552a688190a00f5d0ad982f787 completed March 27, 2026, 8:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d38efa4c8190abd6434188d8c58f completed March 28, 2026, 1:11 p.m.
NEDg Description generation batch_69c7d476df7081909d6e26015ac9135f completed March 28, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69c7d551870c8190be0b37702d683fbd completed March 28, 2026, 1:19 p.m.
Created at: March 27, 2026, 2:55 p.m.