Triple
T4390171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | hierarchy of needs |
E99342
|
entity |
| Predicate | describedInWork |
P519
|
FINISHED |
| Object | A Theory of Human Motivation |
E99343
|
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: A Theory of Human Motivation | Statement: [hierarchy of needs, describedInWork, A Theory of Human Motivation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Theory of Human Motivation Context triple: [hierarchy of needs, describedInWork, A Theory of Human Motivation]
-
A.
A Theory of Human Motivation
chosen
A Theory of Human Motivation is the seminal 1943 paper by psychologist Abraham Maslow that introduced the hierarchy of needs as a framework for understanding human behavior and motivation.
-
B.
Motivation and Personality
Motivation and Personality is a seminal psychology book by Abraham Maslow that systematically presents his theory of human motivation and the hierarchy of needs.
-
C.
The Structure of Behavior
The Structure of Behavior is a foundational philosophical work by Maurice Merleau-Ponty that critiques both empiricism and intellectualism while developing a phenomenological account of perception and embodied behavior.
-
D.
Analysis of the Phenomena of the Human Mind
Analysis of the Phenomena of the Human Mind is an influential 1829 work of associationist psychology and philosophy by James Mill that systematically examines mental processes through the principles of association.
-
E.
The Practice and Theory of Individual Psychology
The Practice and Theory of Individual Psychology is Alfred Adler’s foundational work outlining his psychological system that emphasizes social interest, feelings of inferiority, and the striving for superiority in personality development.
- 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_69b5e52d63c08190bc98c090cfe0ff1c |
completed | March 14, 2026, 10:46 p.m. |
Created at: March 12, 2026, 11:19 p.m.