Triple

T8751981
Position Surface form Disambiguated ID Type / Status
Subject Kirkpatrick E207980 entity
Predicate hasNotableBearer P458 FINISHED
Object Donald L. Kirkpatrick
Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
 E763977 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: Donald L. Kirkpatrick | Statement: [Kirkpatrick, hasNotableBearer, Donald L. Kirkpatrick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Donald L. Kirkpatrick
Context triple: [Kirkpatrick, hasNotableBearer, Donald L. Kirkpatrick]
  • A. James G. March
    James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
  • B. Peter A. Dowling
    Peter A. Dowling is a screenwriter best known for his work on high-concept Hollywood thrillers, including the Jodie Foster–led film "Flightplan."
  • C. Robert H. Waterman
    Robert H. Waterman was a 19th-century American sea captain and entrepreneur known for his role in the early development and founding of Fairfield, California.
  • D. Jay L. McClelland
    Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
  • E. David G. Booth
    David G. Booth is an American businessman, investor, and philanthropist best known as the co-founder of Dimensional Fund Advisors and a major benefactor of the University of Chicago.
  • 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: Donald L. Kirkpatrick
Triple: [Kirkpatrick, hasNotableBearer, Donald L. Kirkpatrick]
Generated description
Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Donald L. Kirkpatrick
Target entity description: Donald L. Kirkpatrick was an American professor and training expert best known for developing the influential four-level model for evaluating training programs.
  • A. James G. March
    James G. March was an influential organizational theorist and political scientist known for his work on decision-making, organizational behavior, and the "garbage can" model of organizational choice.
  • B. Peter A. Dowling
    Peter A. Dowling is a screenwriter best known for his work on high-concept Hollywood thrillers, including the Jodie Foster–led film "Flightplan."
  • C. Robert H. Waterman
    Robert H. Waterman was a 19th-century American sea captain and entrepreneur known for his role in the early development and founding of Fairfield, California.
  • D. Jay L. McClelland
    Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
  • E. David G. Booth
    David G. Booth is an American businessman, investor, and philanthropist best known as the co-founder of Dimensional Fund Advisors and a major benefactor of the University of Chicago.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da8cc548190a31ad542d2faf2d5 completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfab4d5a2c81909494c119e1d80b4b completed April 3, 2026, 11:58 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:39 p.m.