Triple
T2335373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | positive psychology |
E44296
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Mihaly Csikszentmihalyi
Mihaly Csikszentmihalyi was a Hungarian-American psychologist best known for developing the concept of "flow," a highly focused mental state of optimal experience and engagement.
|
E256978
|
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: Mihaly Csikszentmihalyi | Statement: [positive psychology, associatedWith, Mihaly Csikszentmihalyi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mihaly Csikszentmihalyi Context triple: [positive psychology, associatedWith, Mihaly Csikszentmihalyi]
-
A.
Howard Gardner
Howard Gardner is an American developmental psychologist best known for proposing the theory of multiple intelligences, which challenges traditional views of intelligence as a single general ability.
-
B.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
C.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
D.
Martin Seligman
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
E.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
- 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: Mihaly Csikszentmihalyi Triple: [positive psychology, associatedWith, Mihaly Csikszentmihalyi]
Generated description
Mihaly Csikszentmihalyi was a Hungarian-American psychologist best known for developing the concept of "flow," a highly focused mental state of optimal experience and engagement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mihaly Csikszentmihalyi Target entity description: Mihaly Csikszentmihalyi was a Hungarian-American psychologist best known for developing the concept of "flow," a highly focused mental state of optimal experience and engagement.
-
A.
Howard Gardner
Howard Gardner is an American developmental psychologist best known for proposing the theory of multiple intelligences, which challenges traditional views of intelligence as a single general ability.
-
B.
Abraham Maslow
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
C.
Luke Nosek
Luke Nosek is a Polish-American entrepreneur and venture capitalist best known as one of the co-founders of PayPal and a member of the original "PayPal Mafia."
-
D.
Martin Seligman
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
E.
Barry K. Schwartz
Barry K. Schwartz is an American businessman and co-founder of the Calvin Klein fashion brand.
- 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_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.