Triple

T713540
Position Surface form Disambiguated ID Type / Status
Subject James Mill E14261 entity
Predicate notableWork P4 FINISHED
Object Essay on Education
Essay on Education is a philosophical work by James Mill that outlines his utilitarian views on how systematic instruction and moral training should shape individual character and society.
 E84636 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: Essay on Education | Statement: [James Mill, notableWork, Essay on Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Essay on Education
Context triple: [James Mill, notableWork, Essay on Education]
  • A. Section for Education
    The Section for Education is a division of the Vatican’s Dicastery for Culture and Education responsible for overseeing and promoting Catholic education and academic institutions worldwide.
  • B. Some Thoughts Concerning Education
    Some Thoughts Concerning Education is a 1693 treatise by philosopher John Locke that outlines his influential views on the moral, practical, and intellectual education of children.
  • C. “A Larger Sense of Purpose: Higher Education and Society”
    “A Larger Sense of Purpose: Higher Education and Society” is a book by university leader and economist Harold T. Shapiro that examines the ethical, social, and civic responsibilities of modern higher education institutions.
  • D. Education: Intellectual, Moral, and Physical
    "Education: Intellectual, Moral, and Physical" is an influential 19th-century work by Herbert Spencer that outlines his philosophy of holistic education, emphasizing scientific training, moral development, and physical well-being.
  • E. An Essay on the Education of Female Teachers
    "An Essay on the Education of Female Teachers" is a 19th-century work by Catharine Beecher advocating for the professional training and social importance of women as educators.
  • 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: Essay on Education
Triple: [James Mill, notableWork, Essay on Education]
Generated description
Essay on Education is a philosophical work by James Mill that outlines his utilitarian views on how systematic instruction and moral training should shape individual character and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Essay on Education
Target entity description: Essay on Education is a philosophical work by James Mill that outlines his utilitarian views on how systematic instruction and moral training should shape individual character and society.
  • A. Section for Education
    The Section for Education is a division of the Vatican’s Dicastery for Culture and Education responsible for overseeing and promoting Catholic education and academic institutions worldwide.
  • B. Some Thoughts Concerning Education
    Some Thoughts Concerning Education is a 1693 treatise by philosopher John Locke that outlines his influential views on the moral, practical, and intellectual education of children.
  • C. “A Larger Sense of Purpose: Higher Education and Society”
    “A Larger Sense of Purpose: Higher Education and Society” is a book by university leader and economist Harold T. Shapiro that examines the ethical, social, and civic responsibilities of modern higher education institutions.
  • D. Education: Intellectual, Moral, and Physical
    "Education: Intellectual, Moral, and Physical" is an influential 19th-century work by Herbert Spencer that outlines his philosophy of holistic education, emphasizing scientific training, moral development, and physical well-being.
  • E. An Essay on the Education of Female Teachers
    "An Essay on the Education of Female Teachers" is a 19th-century work by Catharine Beecher advocating for the professional training and social importance of women as educators.
  • 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_69a4934a36e081909e7abef98b898a4e completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a55ee4fc81909358659ec3bc435f completed March 1, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5dcb5578c8190b5380f1994fdb4d2 completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a601200cb08190927e83db83b3affe completed March 2, 2026, 9:29 p.m.
NED2 Entity disambiguation (via description) batch_69a601b8ee908190b7e617efe34f3d7a completed March 2, 2026, 9:31 p.m.
Created at: March 1, 2026, 7:36 p.m.