Triple
T4390212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Theory of Human Motivation |
E99343
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Abraham Maslow |
E18349
|
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: Abraham Maslow | Statement: [A Theory of Human Motivation, author, Abraham Maslow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abraham Maslow Context triple: [A Theory of Human Motivation, author, 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.
Bertha Goodman Maslow
Bertha Goodman Maslow was the wife of humanistic psychologist Abraham Maslow and a significant personal influence on his life and work.
-
C.
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.
-
D.
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.
-
E.
Charles Warrington Rogers
Charles Warrington Rogers was a prominent figure after whom the city of Rogers, Arkansas, was named, likely due to his significant role in the region’s development or history.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35282cb2c8190856da20bb87e88ff |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5ec77d081909b07ebd004be136f |
completed | March 14, 2026, 11:57 p.m. |
Created at: March 12, 2026, 11:19 p.m.