Triple
T20042046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Psychology |
E497444
|
entity |
| Predicate | hasPioneer |
P111402
|
FINISHED |
| Object | Abraham Maslow |
—
|
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: Abraham Maslow | Statement: [Psychology, hasPioneer, Abraham Maslow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abraham Maslow Context triple: [Psychology, hasPioneer, Abraham Maslow]
-
A.
Abraham Maslow
chosen
Abraham Maslow was an American psychologist best known for developing the hierarchy of needs theory, which emphasizes human motivation and self-actualization.
-
B.
James Maslow
James Maslow is an American actor and pop singer best known as a lead vocalist of the boy band Big Time Rush and star of the Nickelodeon series of the same name.
-
C.
Bertha Goodman Maslow
Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
-
D.
Carl Rogers
Carl Rogers was an influential American psychologist and one of the founders of humanistic psychology, best known for developing client-centered (person-centered) therapy.
-
E.
C. A. Rogers
C. A. Rogers was a British mathematician best known for his influential work in geometry of numbers and the theory of sphere packings.
- 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_69da627278c88190babe4297a9df1236 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e662ec9ae0819097032ff50d6215c2 |
completed | April 20, 2026, 5:31 p.m. |
Created at: April 11, 2026, 3:37 p.m.