Triple
T8108480
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aaron T. Beck |
E189284
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Cognitive Therapy and the Emotional Disorders |
E36367
|
NE FINISHED |
How this triple was built (2 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 and the Emotional Disorders | Statement: [Aaron T. Beck, notableWork, Cognitive Therapy and the Emotional Disorders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cognitive Therapy and the Emotional Disorders Context triple: [Aaron T. Beck, notableWork, Cognitive Therapy and the Emotional Disorders]
-
A.
Die Krise der Psychologie
Die Krise der Psychologie is a seminal work by Karl Bühler that critically examines the theoretical foundations and methodological problems of early 20th-century psychology.
-
B.
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.
-
C.
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.
-
D.
The Four Fundamental Concepts of Psychoanalysis
The Four Fundamental Concepts of Psychoanalysis is a seminal work by Jacques Lacan that systematically presents his reinterpretation of Freudian theory through key ideas such as the unconscious, repetition, transference, and the drive.
-
E.
cognitive behavioral therapy
chosen
Cognitive behavioral therapy is a structured, evidence-based form of psychotherapy that helps people identify and change unhelpful thoughts and behaviors to improve emotional well-being and functioning.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 30, 2026, 5:32 p.m.