Triple
T8504021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Gardner |
E201288
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Mihaly Csikszentmihalyi |
E256978
|
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: Mihaly Csikszentmihalyi | Statement: [Howard Gardner, coAuthorWith, Mihaly Csikszentmihalyi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mihaly Csikszentmihalyi Context triple: [Howard Gardner, coAuthorWith, Mihaly Csikszentmihalyi]
-
A.
Mihaly Csikszentmihalyi
chosen
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.
-
B.
Alan Pariser
Alan Pariser is a music industry figure best known as a co-founder and collaborator of prominent record producer and manager Lou Adler.
-
C.
Ed Diener
Ed Diener was a pioneering psychologist renowned for his research on subjective well-being and happiness, earning him the nickname "Dr. Happiness" and making him a central figure in the field of positive psychology.
-
D.
Daniel J. Levinson
Daniel J. Levinson was an American psychologist and social researcher best known for his influential work on adult development and life structure, as well as his contributions to studies of personality and authority.
-
E.
Sonja Lyubomirsky
Sonja Lyubomirsky is a psychologist and researcher best known for her pioneering work on happiness and well-being within the field of positive psychology.
- 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_69ca831fe47c8190b5c57b456d2aefa0 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe59d67d081908155a43b9b463fe3 |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e26a3108190a48b00c2927be971 |
completed | April 2, 2026, 11:08 a.m. |
Created at: March 30, 2026, 6:14 p.m.