Triple
T7600326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray Sidman |
E179965
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
Equivalence Relations and Behavior: A Research Story
Equivalence Relations and Behavior: A Research Story is a seminal behavioral psychology book by Murray Sidman that chronicles the development of stimulus equivalence research and its implications for understanding complex human behavior.
|
E674664
|
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: Equivalence Relations and Behavior: A Research Story | Statement: [Murray Sidman, wrote, Equivalence Relations and Behavior: A Research Story]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Equivalence Relations and Behavior: A Research Story Context triple: [Murray Sidman, wrote, Equivalence Relations and Behavior: A Research Story]
-
A.
The Architecture of Theories
The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
-
B.
Reality as Social Process
Reality as Social Process is a major philosophical work by Charles Hartshorne that develops a process-oriented, relational view of reality within the tradition of process theology and metaphysics.
-
C.
Toward a General Theory of Action
Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
-
D.
The Problem of Realization
The Problem of Realization is a section of Rosa Luxemburg’s Marxist economic work that examines how capitalist production can be converted into money through sales, focusing on the difficulties of realizing surplus value in capitalist markets.
-
E.
Metapatterns: Across Space, Time, and Mind
Metapatterns: Across Space, Time, and Mind is a book by biologist Tyler Volk that explores recurring structural and organizational patterns shared across biological, physical, and cognitive systems.
- 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: Equivalence Relations and Behavior: A Research Story Triple: [Murray Sidman, wrote, Equivalence Relations and Behavior: A Research Story]
Generated description
Equivalence Relations and Behavior: A Research Story is a seminal behavioral psychology book by Murray Sidman that chronicles the development of stimulus equivalence research and its implications for understanding complex human behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Equivalence Relations and Behavior: A Research Story Target entity description: Equivalence Relations and Behavior: A Research Story is a seminal behavioral psychology book by Murray Sidman that chronicles the development of stimulus equivalence research and its implications for understanding complex human behavior.
-
A.
The Architecture of Theories
The Architecture of Theories is an 1891 philosophical essay by Charles Sanders Peirce that outlines his evolutionary, realist, and scientific approach to metaphysics and the structure of scientific theories.
-
B.
Reality as Social Process
Reality as Social Process is a major philosophical work by Charles Hartshorne that develops a process-oriented, relational view of reality within the tradition of process theology and metaphysics.
-
C.
Toward a General Theory of Action
Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
-
D.
The Problem of Realization
The Problem of Realization is a section of Rosa Luxemburg’s Marxist economic work that examines how capitalist production can be converted into money through sales, focusing on the difficulties of realizing surplus value in capitalist markets.
-
E.
Metapatterns: Across Space, Time, and Mind
Metapatterns: Across Space, Time, and Mind is a book by biologist Tyler Volk that explores recurring structural and organizational patterns shared across biological, physical, and cognitive systems.
- 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_69c69f3487ec8190bf7acdf2dd91e6d6 |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f9d9c55c8190841f3bf3225c096a |
completed | March 27, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c861ad08bc8190b3fc22109579a47d |
completed | March 28, 2026, 11:18 p.m. |
| NEDg | Description generation | batch_69c86239eb348190b5a0b83d280000e2 |
completed | March 28, 2026, 11:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c862a2f6808190942a22bf93994408 |
completed | March 28, 2026, 11:22 p.m. |
Created at: March 27, 2026, 3:53 p.m.