Triple
T4985708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Adams (educator) |
E111996
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Herbartian Psychology Applied to Education |
E380216
|
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: Herbartian Psychology Applied to Education | Statement: [John Adams (educator), notableWork, Herbartian Psychology Applied to Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herbartian Psychology Applied to Education Context triple: [John Adams (educator), notableWork, Herbartian Psychology Applied to Education]
-
A.
The Principles of Psychology
The Principles of Psychology is an influential 19th-century work by Herbert Spencer that applies evolutionary theory to explain mental processes and the development of the mind.
-
B.
The Principles of Psychology
The Principles of Psychology is an influential 1890 book by William James that helped establish psychology as a scientific discipline and introduced key ideas such as the stream of consciousness and functionalism.
-
C.
Lectures on Human and Animal Psychology
Lectures on Human and Animal Psychology is a foundational psychological work by Wilhelm Wundt that explores the comparative study of mental processes in humans and animals.
-
D.
Herbartianism
chosen
Herbartianism is an educational philosophy and pedagogical movement based on the ideas of Johann Friedrich Herbart, emphasizing structured instruction, moral development, and the systematic formation of character through education.
-
E.
On Science and Art in Relation to Education
"On Science and Art in Relation to Education" is an essay exploring how scientific and artistic disciplines together shape and enrich educational theory and practice.
- 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_69bd441be7bc8190b530362d427b97d2 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd725766d88190b6fda860a005ce4e |
completed | March 20, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a1ca3ec81908ad750cd9e899bcc |
completed | March 21, 2026, 12:07 p.m. |
Created at: March 20, 2026, 1:33 p.m.