Triple

T6752951
Position Surface form Disambiguated ID Type / Status
Subject Principles of Topological Psychology E154382 entity
Predicate influenced P9 FINISHED
Object environmental psychology
Environmental psychology is an interdisciplinary field that studies how physical and social environments affect human thoughts, feelings, and behaviors, often to inform the design of healthier and more sustainable spaces.
E615429 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: environmental psychology | Statement: [Principles of Topological Psychology, influenced, environmental psychology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: environmental psychology
Context triple: [Principles of Topological Psychology, influenced, environmental psychology]
  • A. ecopsychology
    Ecopsychology is an interdisciplinary field that explores the psychological relationship between humans and the natural environment, emphasizing how ecological well-being and mental health are deeply interconnected.
  • B. Experimental psychology
    Experimental psychology is a branch of psychology that uses controlled scientific experiments to study mental processes and behavior.
  • C. Human Ecology Section
    The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
  • D. Psychology
    Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
  • E. humanistic psychology
    Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
  • 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: environmental psychology
Triple: [Principles of Topological Psychology, influenced, environmental psychology]
Generated description
Environmental psychology is an interdisciplinary field that studies how physical and social environments affect human thoughts, feelings, and behaviors, often to inform the design of healthier and more sustainable spaces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: environmental psychology
Target entity description: Environmental psychology is an interdisciplinary field that studies how physical and social environments affect human thoughts, feelings, and behaviors, often to inform the design of healthier and more sustainable spaces.
  • A. ecopsychology
    Ecopsychology is an interdisciplinary field that explores the psychological relationship between humans and the natural environment, emphasizing how ecological well-being and mental health are deeply interconnected.
  • B. Experimental psychology
    Experimental psychology is a branch of psychology that uses controlled scientific experiments to study mental processes and behavior.
  • C. Human Ecology Section
    The Human Ecology Section is a division of the Ecological Society of America that focuses on the relationships between humans and their natural environments, integrating ecological and social science perspectives.
  • D. Psychology
    Psychology is the scientific study of mind and behavior, encompassing how people think, feel, and act individually and in groups.
  • E. humanistic psychology
    Humanistic psychology is a psychological perspective that emphasizes individual free will, personal meaning, and self-actualization, focusing on human potential and subjective experience rather than pathology.
  • 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.