Triple

T1682443
Position Surface form Disambiguated ID Type / Status
Subject Cognitive behavioral therapy E36367 entity
Predicate associatedWith P37 FINISHED
Object 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.
 E189284 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: Aaron T. Beck | Statement: [Cognitive behavioral therapy, associatedWith, Aaron T. Beck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aaron T. Beck
Context triple: [Cognitive behavioral therapy, associatedWith, Aaron T. Beck]
  • A. Bruno Bettelheim
    Bruno Bettelheim was an Austrian-born American psychologist and writer known for his work on child psychology, autism, and the psychological impact of extreme trauma, including his own experiences in Nazi concentration camps.
  • B. Martin Seligman
    Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
  • C. Rollo May
    Rollo May was an American existential psychologist and author known for integrating existential philosophy with psychotherapy and exploring themes of anxiety, freedom, and human choice.
  • D. Jan D. Achenbach
    Jan D. Achenbach was a prominent engineer and applied mechanician known for his pioneering contributions to wave propagation in solids, fracture mechanics, and nondestructive evaluation.
  • E. Adolf Meyer
    Adolf Meyer was a German architect and close collaborator of Walter Gropius, known for his role in early modernist industrial architecture and involvement with the Bauhaus movement.
  • 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: Aaron T. Beck
Triple: [Cognitive behavioral therapy, associatedWith, Aaron T. Beck]
Generated description
Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aaron T. Beck
Target entity description: Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
  • A. Bruno Bettelheim
    Bruno Bettelheim was an Austrian-born American psychologist and writer known for his work on child psychology, autism, and the psychological impact of extreme trauma, including his own experiences in Nazi concentration camps.
  • B. Martin Seligman
    Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
  • C. Rollo May
    Rollo May was an American existential psychologist and author known for integrating existential philosophy with psychotherapy and exploring themes of anxiety, freedom, and human choice.
  • D. Jan D. Achenbach
    Jan D. Achenbach was a prominent engineer and applied mechanician known for his pioneering contributions to wave propagation in solids, fracture mechanics, and nondestructive evaluation.
  • E. Adolf Meyer
    Adolf Meyer was a German architect and close collaborator of Walter Gropius, known for his role in early modernist industrial architecture and involvement with the Bauhaus movement.
  • 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_69a886139ed081909af0940aa9313512 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa627ab38081909d5f264ca49e036a completed March 6, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad71bf1998819094d3eb67c6e6bafd completed March 8, 2026, 12:55 p.m.
NEDg Description generation batch_69ad7298ee288190b5e2b7d2ccb17a91 completed March 8, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_69ad7305c7b48190a8a443dbc20ec9b2 completed March 8, 2026, 1 p.m.
Created at: March 4, 2026, 7:29 p.m.