Triple
T2335372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | positive psychology |
E44296
|
entity |
| Predicate | popularizedBy |
P4586
|
FINISHED |
| Object | Martin Seligman |
E89023
|
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: Martin Seligman | Statement: [positive psychology, popularizedBy, Martin Seligman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Seligman Context triple: [positive psychology, popularizedBy, Martin Seligman]
-
A.
Martin Seligman
chosen
Martin Seligman is an American psychologist best known as a founder of positive psychology and for his work on learned helplessness and well-being.
-
B.
Paul Mowrer
Paul Mowrer was an American journalist and foreign correspondent who won the first Pulitzer Prize for foreign correspondence in 1929.
-
C.
Albert Ellis
Albert Ellis was an influential American psychologist and psychotherapist who founded Rational Emotive Behavior Therapy, a pioneering form of cognitive-behavioral therapy.
-
D.
Aaron T. Beck
Aaron T. Beck was an American psychiatrist widely regarded as the founder of cognitive therapy and a pioneer of cognitive behavioral therapy.
-
E.
David Myers
David Myers was an American cinematographer known for his work on influential films of the late 1960s and early 1970s, including collaborations with directors like George Lucas.
- 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_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. |
Created at: March 4, 2026, 7:51 p.m.