Triple
T6752814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wolfgang Köhler |
E154379
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Dynamics in Psychology
"Dynamics in Psychology" is a seminal work by Gestalt psychologist Wolfgang Köhler that explores the underlying dynamic processes of perception, learning, and behavior in the human mind.
|
E615417
|
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: Dynamics in Psychology | Statement: [Wolfgang Köhler, notableWork, Dynamics in Psychology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dynamics in Psychology Context triple: [Wolfgang Köhler, notableWork, Dynamics in Psychology]
-
A.
Psychology
Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
-
B.
Beyond Psychology
Beyond Psychology is a philosophical and psychological work by Osho that explores human consciousness, ego, and the possibility of transcending conventional mental limitations.
-
C.
Psychological, Social, and Biological Foundations of Behavior
Psychological, Social, and Biological Foundations of Behavior is an MCAT exam section that tests understanding of how psychological, social, and biological factors influence behavior and health outcomes.
-
D.
differential psychology
Differential psychology is a branch of psychology that studies systematic differences in behavior, emotion, and cognition between individuals and groups, often using quantitative and statistical methods.
-
E.
Outline of Psychology
Outline of Psychology is a foundational early 20th-century textbook that systematically presents Edward Bradford Titchener’s structuralist approach to the study of mental processes.
- 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: Dynamics in Psychology Triple: [Wolfgang Köhler, notableWork, Dynamics in Psychology]
Generated description
"Dynamics in Psychology" is a seminal work by Gestalt psychologist Wolfgang Köhler that explores the underlying dynamic processes of perception, learning, and behavior in the human mind.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dynamics in Psychology Target entity description: "Dynamics in Psychology" is a seminal work by Gestalt psychologist Wolfgang Köhler that explores the underlying dynamic processes of perception, learning, and behavior in the human mind.
-
A.
Psychology
Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
-
B.
Beyond Psychology
Beyond Psychology is a philosophical and psychological work by Osho that explores human consciousness, ego, and the possibility of transcending conventional mental limitations.
-
C.
Psychological, Social, and Biological Foundations of Behavior
Psychological, Social, and Biological Foundations of Behavior is an MCAT exam section that tests understanding of how psychological, social, and biological factors influence behavior and health outcomes.
-
D.
differential psychology
Differential psychology is a branch of psychology that studies systematic differences in behavior, emotion, and cognition between individuals and groups, often using quantitative and statistical methods.
-
E.
Outline of Psychology
Outline of Psychology is a foundational early 20th-century textbook that systematically presents Edward Bradford Titchener’s structuralist approach to the study of mental processes.
- 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_69c6880fd5808190be684854081e27dd |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1dd98388190aafeea580a181df1 |
completed | March 27, 2026, 6:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b1c4594819084716e21b16191e3 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70c4111848190906b0e43cf4ae325 |
completed | March 27, 2026, 11:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70cbb8644819091a8a9c061dfd605 |
completed | March 27, 2026, 11:03 p.m. |
Created at: March 27, 2026, 2:11 p.m.