Triple
T17322507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What You Can Change and What You Can’t |
E420596
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Martin E. P. Seligman |
—
|
NE NERFINISHED |
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 E. P. Seligman | Statement: [What You Can Change and What You Can’t, author, Martin E. P. Seligman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin E. P. Seligman Context triple: [What You Can Change and What You Can’t, author, Martin E. P. 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.
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.
-
C.
David D. Burns
David D. Burns is an American psychiatrist and bestselling author known for popularizing cognitive behavioral therapy through works like "Feeling Good: The New Mood 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.
Seligman
Seligman is a surname most notably associated with British physician and anthropologist Charles Gabriel Seligman.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889d22b848190a4663d0b8f8f76e7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439d01e2c8190a358dace420d4575 |
completed | April 19, 2026, 2:11 a.m. |
Created at: April 10, 2026, 5:43 a.m.