Triple

T8108490
Position Surface form Disambiguated ID Type / Status
Subject Aaron T. Beck E189284 entity
Predicate influenced P9 FINISHED
Object David D. Burns
David D. Burns is an American psychiatrist and bestselling author known for popularizing cognitive behavioral therapy through works like "Feeling Good: The New Mood Therapy."
E712645 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: David D. Burns | Statement: [Aaron T. Beck, influenced, David D. Burns]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David D. Burns
Context triple: [Aaron T. Beck, influenced, David D. Burns]
  • A. Albert H. Ellis
    Albert H. Ellis was an American pioneer and early settler in what became Ellis County, Oklahoma, for whom the county was named in recognition of his contributions to the region’s development.
  • B. Aaron T. Beck
    Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
  • C. Irvin D. Yalom
    Irvin D. Yalom is an American psychiatrist, psychotherapist, and author renowned for his influential work in existential psychotherapy and his widely read clinical and philosophical writings.
  • D. Herbert S. Winokur Jr.
    Herbert S. Winokur Jr. is an American businessman and philanthropist known for his involvement in corporate finance and for endowing academic positions in engineering and applied sciences at Harvard University.
  • E. Murray Stein
    Murray Stein is a Jungian analyst and author known for his influential writings on analytical psychology, individuation, and the work of C.G. Jung.
  • 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: David D. Burns
Triple: [Aaron T. Beck, influenced, David D. Burns]
Generated description
David D. Burns is an American psychiatrist and bestselling author known for popularizing cognitive behavioral therapy through works like "Feeling Good: The New Mood Therapy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David D. Burns
Target entity description: David D. Burns is an American psychiatrist and bestselling author known for popularizing cognitive behavioral therapy through works like "Feeling Good: The New Mood Therapy."
  • A. Albert H. Ellis
    Albert H. Ellis was an American pioneer and early settler in what became Ellis County, Oklahoma, for whom the county was named in recognition of his contributions to the region’s development.
  • B. Aaron T. Beck
    Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
  • C. Irvin D. Yalom
    Irvin D. Yalom is an American psychiatrist, psychotherapist, and author renowned for his influential work in existential psychotherapy and his widely read clinical and philosophical writings.
  • D. Herbert S. Winokur Jr.
    Herbert S. Winokur Jr. is an American businessman and philanthropist known for his involvement in corporate finance and for endowing academic positions in engineering and applied sciences at Harvard University.
  • E. Murray Stein
    Murray Stein is a Jungian analyst and author known for his influential writings on analytical psychology, individuation, and the work of C.G. Jung.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb42fa40e08190955fccec1a28eb34 completed March 31, 2026, 3:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc94198fdc8190bcf3c6285e52fdd3 completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc95bfb2b08190ae4bbf8fdde3165d completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc9771b6e48190bd5f45c3f8853890 completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.