Triple

T4073501
Position Surface form Disambiguated ID Type / Status
Subject Kelley Blue Book E86703 entity
Predicate foundedBy P104 FINISHED
Object Les Kelley
Les Kelley was an American car dealer and entrepreneur best known for creating the Kelley Blue Book, a widely used guide for automobile values.
 E411958 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: Les Kelley | Statement: [Kelley Blue Book, foundedBy, Les Kelley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Les Kelley
Context triple: [Kelley Blue Book, foundedBy, Les Kelley]
  • A. Dave Kelly
    Dave Kelly is a musician best known as a member of the Australian rock band 30 Odd Foot of Grunts, fronted by actor Russell Crowe.
  • B. Tony Kiser
    Tony Kiser is an American theater producer and philanthropist known for his significant support of the performing arts, including having an Off-Broadway theater named in his honor.
  • C. Fred Kelly
    Fred Kelly was an American dancer, actor, and choreographer who worked in film and television, known both for his own performances and for being the younger brother of Gene Kelly.
  • D. Kelley Paul
    Kelley Paul is an American political consultant, author, and public speaker best known as the wife and close political adviser of U.S. Senator Rand Paul.
  • E. Pat Haggerty
    Pat Haggerty was a prominent NFL official best known for serving as the referee in multiple Super Bowls during his long officiating career.
  • 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: Les Kelley
Triple: [Kelley Blue Book, foundedBy, Les Kelley]
Generated description
Les Kelley was an American car dealer and entrepreneur best known for creating the Kelley Blue Book, a widely used guide for automobile values.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Les Kelley
Target entity description: Les Kelley was an American car dealer and entrepreneur best known for creating the Kelley Blue Book, a widely used guide for automobile values.
  • A. Dave Kelly
    Dave Kelly is a musician best known as a member of the Australian rock band 30 Odd Foot of Grunts, fronted by actor Russell Crowe.
  • B. Tony Kiser
    Tony Kiser is an American theater producer and philanthropist known for his significant support of the performing arts, including having an Off-Broadway theater named in his honor.
  • C. Fred Kelly
    Fred Kelly was an American dancer, actor, and choreographer who worked in film and television, known both for his own performances and for being the younger brother of Gene Kelly.
  • D. Kelley Paul
    Kelley Paul is an American political consultant, author, and public speaker best known as the wife and close political adviser of U.S. Senator Rand Paul.
  • E. Pat Haggerty
    Pat Haggerty was a prominent NFL official best known for serving as the referee in multiple Super Bowls during his long officiating career.
  • 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_69aed93ebe448190a1f1686e28740ac9 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefc22be988190a2b6575d4f5e0f7b completed March 9, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562bc05948190a9ad709768420588 completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:39 p.m.