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.