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.