Triple
T10883399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mihaly Csikszentmihalyi |
E256978
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object | positive psychology movement |
E44296
|
NE FINISHED |
How this triple was built (2 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: positive psychology movement | Statement: [Mihaly Csikszentmihalyi, influenced, positive psychology movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: positive psychology movement Context triple: [Mihaly Csikszentmihalyi, influenced, positive psychology movement]
-
A.
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.
-
B.
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.
-
C.
Learned Optimism
Learned Optimism is a popular psychology book by Martin Seligman that explains how adopting a more optimistic explanatory style can reduce depression, improve resilience, and enhance overall well-being.
-
D.
PERMA model of well-being
The PERMA model of well-being is a psychological framework proposed by Martin Seligman that explains flourishing through five core elements: Positive Emotion, Engagement, Relationships, Meaning, and Accomplishment.
-
E.
Positivity
"Positivity" is a song featured on Stevie Wonder's 2005 album *A Time to Love*, known for its uplifting message and soulful, socially conscious style.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751db24208190b3a7ed7eea118522 |
completed | April 9, 2026, 7:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e154e49ab08190b522b5361ac65c01 |
completed | April 16, 2026, 9:30 p.m. |
Created at: April 8, 2026, 9:21 p.m.