Triple

T2335384
Position Surface form Disambiguated ID Type / Status
Subject positive psychology E44296 entity
Predicate includesModel P1393 FINISHED
Object PERMA model
The PERMA model is a framework in positive psychology that explains well-being through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
E44296 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: PERMA model | Statement: [positive psychology, includesModel, PERMA model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PERMA model
Context triple: [positive psychology, includesModel, PERMA model]
  • A. Motivation and Personality
    Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
  • B. The Cultural Background of Personality
    The Cultural Background of Personality is an influential anthropological work by Ralph Linton that explores how cultural factors shape individual personality and behavior.
  • C. A Theory of Human Motivation
    A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
  • D. Myers–Briggs Type Indicator
    The Myers–Briggs Type Indicator is a widely used personality assessment tool that categorizes individuals into 16 distinct personality types based on their preferences in perception and decision-making.
  • E. positive psychology
    Positive psychology is a branch of psychology that scientifically studies human strengths, well-being, and optimal functioning to understand and promote what makes life most worth living.
  • 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: PERMA model
Triple: [positive psychology, includesModel, PERMA model]
Generated description
The PERMA model is a framework in positive psychology that explains well-being through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PERMA model
Target entity description: The PERMA model is a framework in positive psychology that explains well-being through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
  • A. Motivation and Personality
    Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
  • B. The Cultural Background of Personality
    The Cultural Background of Personality is an influential anthropological work by Ralph Linton that explores how cultural factors shape individual personality and behavior.
  • C. A Theory of Human Motivation
    A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
  • D. Myers–Briggs Type Indicator
    The Myers–Briggs Type Indicator is a widely used personality assessment tool that categorizes individuals into 16 distinct personality types based on their preferences in perception and decision-making.
  • E. positive psychology chosen
    Positive psychology is a branch of psychology that scientifically studies human strengths, well-being, and optimal functioning to understand and promote what makes life most worth living.
  • F. None of above.

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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc687362c8190a55b3d6cb1580d56 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897bf59c8190bc0ac8a4f3841832 completed March 9, 2026, 8:49 a.m.
NEDg Description generation batch_69ae8aceea58819098a98f7ad5818ac6 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.