Triple

T3975683
Position Surface form Disambiguated ID Type / Status
Subject Kathie Lee Gifford E85635 entity
Predicate spouse P13 FINISHED
Object Paul Johnson
Paul Johnson is a composer and Christian music producer best known as the first husband and former musical collaborator of television personality Kathie Lee Gifford.
E405073 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: Paul Johnson | Statement: [Kathie Lee Gifford, spouse, Paul Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Johnson
Context triple: [Kathie Lee Gifford, spouse, Paul Johnson]
  • A. Matthew Parris
    Matthew Parris is a British political commentator, columnist, and former Conservative MP known for his incisive and often witty analysis of UK politics.
  • B. Perry Anderson
    Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
  • C. Hugh Trevor-Roper
    Hugh Trevor-Roper was a prominent 20th-century British historian and Oxford professor best known for his works on early modern Europe and Nazi Germany, including his influential study "The Last Days of Hitler."
  • 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. Herbert Butterfield
    Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
  • 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: Paul Johnson
Triple: [Kathie Lee Gifford, spouse, Paul Johnson]
Generated description
Paul Johnson is a composer and Christian music producer best known as the first husband and former musical collaborator of television personality Kathie Lee Gifford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Johnson
Target entity description: Paul Johnson is a composer and Christian music producer best known as the first husband and former musical collaborator of television personality Kathie Lee Gifford.
  • A. Matthew Parris
    Matthew Parris is a British political commentator, columnist, and former Conservative MP known for his incisive and often witty analysis of UK politics.
  • B. Perry Anderson
    Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
  • C. Hugh Trevor-Roper
    Hugh Trevor-Roper was a prominent 20th-century British historian and Oxford professor best known for his works on early modern Europe and Nazi Germany, including his influential study "The Last Days of Hitler."
  • 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. Herbert Butterfield
    Herbert Butterfield was a British historian and philosopher of history best known for his influential critique of teleological, progress-focused narratives in historical writing.
  • 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_69aed93908348190a26c8aaf4fab3e86 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9b6d8008190822fceabe6542b3d completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5401712188190aa6144dc1d5dcab6 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b54411546481908627a8b3ce7a433a completed March 14, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69b544a02d5c8190a76a074cc7e98cc5 completed March 14, 2026, 11:21 a.m.
Created at: March 9, 2026, 3:33 p.m.