Triple
T19756019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clark L. Hull |
E474501
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Principles of Behavior |
—
|
NE NERFINISHED |
How this triple was built (3 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: Principles of Behavior | Statement: [Clark L. Hull, notableWork, Principles of Behavior]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Principles of Behavior Context triple: [Clark L. Hull, notableWork, Principles of Behavior]
-
A.
The Structure of Behavior
The Structure of Behavior is a foundational philosophical work by Maurice Merleau-Ponty that critiques both empiricism and intellectualism while developing a phenomenological account of perception and embodied behavior.
-
B.
The Organization of Behavior
The Organization of Behavior is a landmark 1949 book by psychologist Donald Hebb that introduced the influential theory of Hebbian learning to explain how neural networks underlie learning and behavior.
-
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.
Principles of Physiological Psychology
Principles of Physiological Psychology is Wilhelm Wundt’s foundational work that helped establish psychology as an experimental and scientific discipline by linking mental processes to physiological mechanisms.
-
E.
Explaining Social Behavior
Explaining Social Behavior is a book by social scientist Jon Elster that offers a comprehensive, analytically rigorous account of how rational-choice theory and psychological mechanisms can be used to understand human actions and social phenomena.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Principles of Behavior Target entity description: Principles of Behavior is a foundational 1943 book in psychology by Clark L. Hull that systematically presents his influential drive-reduction theory of learning and motivation.
-
A.
The Structure of Behavior
The Structure of Behavior is a foundational philosophical work by Maurice Merleau-Ponty that critiques both empiricism and intellectualism while developing a phenomenological account of perception and embodied behavior.
-
B.
The Organization of Behavior
The Organization of Behavior is a landmark 1949 book by psychologist Donald Hebb that introduced the influential theory of Hebbian learning to explain how neural networks underlie learning and behavior.
-
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.
Principles of Physiological Psychology
Principles of Physiological Psychology is Wilhelm Wundt’s foundational work that helped establish psychology as an experimental and scientific discipline by linking mental processes to physiological mechanisms.
-
E.
Explaining Social Behavior
Explaining Social Behavior is a book by social scientist Jon Elster that offers a comprehensive, analytically rigorous account of how rational-choice theory and psychological mechanisms can be used to understand human actions and social phenomena.
- F. None of above. chosen
Provenance (2 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6531afcbc8190bd5364700008f6d8 |
completed | April 20, 2026, 4:23 p.m. |
Created at: April 10, 2026, 1:48 p.m.