Triple
T4514616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | research center for Tolstoy studies |
E102124
|
entity |
| Predicate | hasResearchArea |
P934
|
FINISHED |
| Object |
Tolstoy in education
Tolstoy in education is a research area that explores Leo Tolstoy’s educational theories, practices, and influence on pedagogy and schooling.
|
E448923
|
NE FINISHED |
How this triple was built (4 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: Tolstoy in education | Statement: [research center for Tolstoy studies, hasResearchArea, Tolstoy in education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tolstoy in education Context triple: [research center for Tolstoy studies, hasResearchArea, Tolstoy in education]
-
A.
Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
-
B.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
-
C.
The New Education (essays and addresses)
The New Education (essays and addresses) is a collection of influential writings by Harvard president Charles W. Eliot advocating progressive reforms in higher education and the elective system in American universities.
-
D.
Of Custom and Education
"Of Custom and Education" is a philosophical essay by David Hume that examines how habits and learned experience shape human beliefs and behavior.
-
E.
The Paideia Proposal
The Paideia Proposal is an educational manifesto by philosopher Mortimer J. Adler advocating a rigorous, liberal arts–centered curriculum for all students in a democratic society.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Tolstoy in education Triple: [research center for Tolstoy studies, hasResearchArea, Tolstoy in education]
Generated description
Tolstoy in education is a research area that explores Leo Tolstoy’s educational theories, practices, and influence on pedagogy and schooling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tolstoy in education Target entity description: Tolstoy in education is a research area that explores Leo Tolstoy’s educational theories, practices, and influence on pedagogy and schooling.
-
A.
Lectures on Education
"Lectures on Education" is a collection of influential talks by American education reformer Horace Mann that helped shape 19th-century public schooling and pedagogical thought.
-
B.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
-
C.
The New Education (essays and addresses)
The New Education (essays and addresses) is a collection of influential writings by Harvard president Charles W. Eliot advocating progressive reforms in higher education and the elective system in American universities.
-
D.
Of Custom and Education
"Of Custom and Education" is a philosophical essay by David Hume that examines how habits and learned experience shape human beliefs and behavior.
-
E.
The Paideia Proposal
The Paideia Proposal is an educational manifesto by philosopher Mortimer J. Adler advocating a rigorous, liberal arts–centered curriculum for all students in a democratic society.
- F. None of above. chosen
Provenance (5 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_69bd43d6251c81909deecce3e6e9d69c |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd572402f481908151f7899bc96306 |
completed | March 20, 2026, 2:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd7f8f66ac8190b719a653686c7258 |
completed | March 20, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_69bd803a225c8190ab82d0e36c9ff3f5 |
completed | March 20, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd84c11d8881908819b36669dee7b5 |
completed | March 20, 2026, 5:32 p.m. |
Created at: March 20, 2026, 1:02 p.m.