Triple
T3920534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Science and Culture, and Other Essays |
E88946
|
entity |
| Predicate | hasEssay |
P27484
|
FINISHED |
| Object |
On a Liberal Education
"On a Liberal Education" is an influential essay by Thomas Henry Huxley that argues for the importance of broad, scientifically informed learning as the foundation of true education.
|
E400556
|
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: On a Liberal Education | Statement: [Science and Culture, and Other Essays, hasEssay, On a Liberal Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: On a Liberal Education Context triple: [Science and Culture, and Other Essays, hasEssay, On a Liberal Education]
-
A.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
-
B.
Two Faces of Liberalism
Two Faces of Liberalism is a philosophical work by John Gray that critiques traditional liberal thought by arguing that liberalism embodies both a commitment to individual autonomy and a need for peaceful coexistence among diverse values.
-
C.
On Public Education
"On Public Education" is a work by Russian revolutionary and educator Nadezhda Krupskaya that outlines her ideas on socialist schooling and the role of education in building a communist society.
-
D.
The Uses of the University
The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
-
E.
University for the Common Good
University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
- 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: On a Liberal Education Triple: [Science and Culture, and Other Essays, hasEssay, On a Liberal Education]
Generated description
"On a Liberal Education" is an influential essay by Thomas Henry Huxley that argues for the importance of broad, scientifically informed learning as the foundation of true education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: On a Liberal Education Target entity description: "On a Liberal Education" is an influential essay by Thomas Henry Huxley that argues for the importance of broad, scientifically informed learning as the foundation of true education.
-
A.
Of Education
"Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
-
B.
Two Faces of Liberalism
Two Faces of Liberalism is a philosophical work by John Gray that critiques traditional liberal thought by arguing that liberalism embodies both a commitment to individual autonomy and a need for peaceful coexistence among diverse values.
-
C.
On Public Education
"On Public Education" is a work by Russian revolutionary and educator Nadezhda Krupskaya that outlines her ideas on socialist schooling and the role of education in building a communist society.
-
D.
The Uses of the University
The Uses of the University is a seminal book by Clark Kerr that analyzes the evolving role, structure, and societal functions of modern higher education institutions, especially the multiversity.
-
E.
University for the Common Good
University for the Common Good is a distinctive social-mission-focused identity of Glasgow Caledonian University, emphasizing its commitment to social justice, sustainability, and community impact.
- 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_69aed955229881909e85e73ffab1d343 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed5c28b08190b32ce81e5bd8f586 |
completed | March 9, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5286c807481908a67471da777b264 |
completed | March 14, 2026, 9:20 a.m. |
| NEDg | Description generation | batch_69b5298d7be08190adb4a23edb716ce6 |
completed | March 14, 2026, 9:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52de8756c81909d03188bdc29ee88 |
completed | March 14, 2026, 9:44 a.m. |
Created at: March 9, 2026, 3:22 p.m.