Triple

T814478
Position Surface form Disambiguated ID Type / Status
Subject John Dewey E17620 entity
Predicate notableWork P4 FINISHED
Object Democracy and Education
Democracy and Education is John Dewey’s influential 1916 philosophical work that explores the relationship between education, democracy, and social reform.
 E96121 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: Democracy and Education | Statement: [John Dewey, notableWork, Democracy and Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Democracy and Education
Context triple: [John Dewey, notableWork, Democracy and Education]
  • A. 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.
  • B. Emile, or On Education
    Emile, or On Education is an influential 1762 philosophical treatise by Jean-Jacques Rousseau that outlines his theories on education, human development, and the formation of moral character.
  • C. 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.
  • D. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • E. Report on Elementary Public Instruction in Europe
    Report on Elementary Public Instruction in Europe is an influential 19th-century study by Calvin Ellis Stowe that analyzed European school systems and helped shape the development of public education in the United States.
  • 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: Democracy and Education
Triple: [John Dewey, notableWork, Democracy and Education]
Generated description
Democracy and Education is John Dewey’s influential 1916 philosophical work that explores the relationship between education, democracy, and social reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Democracy and Education
Target entity description: Democracy and Education is John Dewey’s influential 1916 philosophical work that explores the relationship between education, democracy, and social reform.
  • A. 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.
  • B. Emile, or On Education
    Emile, or On Education is an influential 1762 philosophical treatise by Jean-Jacques Rousseau that outlines his theories on education, human development, and the formation of moral character.
  • C. 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.
  • D. The Use of Knowledge in Society
    The Use of Knowledge in Society is a seminal 1945 essay by economist Friedrich Hayek that argues how dispersed, tacit knowledge makes decentralized market prices superior to central planning in coordinating economic activity.
  • E. Report on Elementary Public Instruction in Europe
    Report on Elementary Public Instruction in Europe is an influential 19th-century study by Calvin Ellis Stowe that analyzed European school systems and helped shape the development of public education in the United States.
  • 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_69a4937bcaac8190a322524ac6f45a5a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4ab5035608190bff5f3843b75e662 completed March 1, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d8b0b0c8190a6226d6b8daade25 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a782eda49c8190bdaf4fb8db685071 completed March 4, 2026, 12:55 a.m.
NED2 Entity disambiguation (via description) batch_69a784f6eee48190a348008b931d545b completed March 4, 2026, 1:03 a.m.
Created at: March 1, 2026, 7:38 p.m.