Triple

T8108482
Position Surface form Disambiguated ID Type / Status
Subject Aaron T. Beck E189284 entity
Predicate notableWork P4 FINISHED
Object Cognitive Therapy of Personality Disorders
Cognitive Therapy of Personality Disorders is a seminal clinical psychology book that outlines Aaron T. Beck’s cognitive-behavioral approach to understanding and treating personality disorders.
E712643 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: Cognitive Therapy of Personality Disorders | Statement: [Aaron T. Beck, notableWork, Cognitive Therapy of Personality Disorders]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cognitive Therapy of Personality Disorders
Context triple: [Aaron T. Beck, notableWork, Cognitive Therapy of Personality Disorders]
  • A. The Neurotic Constitution
    The Neurotic Constitution is a foundational work in individual psychology in which Alfred Adler outlines his theory of neurosis as a response to feelings of inferiority and the striving for superiority.
  • B. Human Nature in the Light of Psychopathology
    Human Nature in the Light of Psychopathology is a seminal work of holistic neurology and psychology that explores how brain injuries and mental disorders illuminate the fundamental organization and capacities of human beings.
  • C. Communication: The Social Matrix of Psychiatry
    "Communication: The Social Matrix of Psychiatry" is an influential interdisciplinary work that applies systems theory and communication analysis to understanding psychiatric disorders and family dynamics.
  • D. The Elasticity of Psycho-Analytic Technique
    The Elasticity of Psycho-Analytic Technique is a seminal psychoanalytic paper by Sándor Ferenczi that explores the need for flexibility and adaptability in the analyst’s method and therapeutic stance.
  • E. Dynamic Theory of Personality
    Dynamic Theory of Personality is a psychological work, rooted in Kurt Lewin’s field theory, that explains human behavior in terms of dynamic interactions between individuals and their surrounding psychological environment.
  • 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: Cognitive Therapy of Personality Disorders
Triple: [Aaron T. Beck, notableWork, Cognitive Therapy of Personality Disorders]
Generated description
Cognitive Therapy of Personality Disorders is a seminal clinical psychology book that outlines Aaron T. Beck’s cognitive-behavioral approach to understanding and treating personality disorders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cognitive Therapy of Personality Disorders
Target entity description: Cognitive Therapy of Personality Disorders is a seminal clinical psychology book that outlines Aaron T. Beck’s cognitive-behavioral approach to understanding and treating personality disorders.
  • A. The Neurotic Constitution
    The Neurotic Constitution is a foundational work in individual psychology in which Alfred Adler outlines his theory of neurosis as a response to feelings of inferiority and the striving for superiority.
  • B. Human Nature in the Light of Psychopathology
    Human Nature in the Light of Psychopathology is a seminal work of holistic neurology and psychology that explores how brain injuries and mental disorders illuminate the fundamental organization and capacities of human beings.
  • C. Communication: The Social Matrix of Psychiatry
    "Communication: The Social Matrix of Psychiatry" is an influential interdisciplinary work that applies systems theory and communication analysis to understanding psychiatric disorders and family dynamics.
  • D. The Elasticity of Psycho-Analytic Technique
    The Elasticity of Psycho-Analytic Technique is a seminal psychoanalytic paper by Sándor Ferenczi that explores the need for flexibility and adaptability in the analyst’s method and therapeutic stance.
  • E. Dynamic Theory of Personality
    Dynamic Theory of Personality is a psychological work, rooted in Kurt Lewin’s field theory, that explains human behavior in terms of dynamic interactions between individuals and their surrounding psychological environment.
  • 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.