Triple

T7272281
Position Surface form Disambiguated ID Type / Status
Subject James S. Coleman E161134 entity
Predicate notableWork P4 FINISHED
Object Equality of Educational Opportunity
Equality of Educational Opportunity is a landmark 1966 sociological study and report that examined how family background, school resources, and racial segregation affect students’ educational outcomes in the United States.
E654396 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: Equality of Educational Opportunity | Statement: [James S. Coleman, notableWork, Equality of Educational Opportunity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Equality of Educational Opportunity
Context triple: [James S. Coleman, notableWork, Equality of Educational Opportunity]
  • A. Equal Educational Opportunities Act
    The Equal Educational Opportunities Act is a U.S. federal law that prohibits discrimination in education and requires schools to take appropriate action to overcome language barriers that impede equal participation by students.
  • B. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • C. Remember: The Journey to School Integration
    "Remember: The Journey to School Integration" is a nonfiction children's picture book by Toni Morrison that uses archival photographs and narrative to depict the history and emotional reality of school desegregation in the United States.
  • D. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • E. Education for All
    Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
  • 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: Equality of Educational Opportunity
Triple: [James S. Coleman, notableWork, Equality of Educational Opportunity]
Generated description
Equality of Educational Opportunity is a landmark 1966 sociological study and report that examined how family background, school resources, and racial segregation affect students’ educational outcomes in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Equality of Educational Opportunity
Target entity description: Equality of Educational Opportunity is a landmark 1966 sociological study and report that examined how family background, school resources, and racial segregation affect students’ educational outcomes in the United States.
  • A. Equal Educational Opportunities Act
    The Equal Educational Opportunities Act is a U.S. federal law that prohibits discrimination in education and requires schools to take appropriate action to overcome language barriers that impede equal participation by students.
  • B. Center for Educational Equity
    The Center for Educational Equity is a research and policy institute at Teachers College, Columbia University focused on advancing fair and inclusive educational opportunities through scholarship, advocacy, and collaboration with schools and communities.
  • C. Remember: The Journey to School Integration
    "Remember: The Journey to School Integration" is a nonfiction children's picture book by Toni Morrison that uses archival photographs and narrative to depict the history and emotional reality of school desegregation in the United States.
  • D. Of Education
    "Of Education" is a 1644 prose tract by John Milton that outlines his humanist vision for a comprehensive, morally grounded educational system.
  • E. Education for All
    Education for All is an inclusive educational principle emphasizing universal access to learning opportunities regardless of background or circumstance.
  • 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_69c6885181008190b419040e22939c7c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eb0a03888190b5aa1da80dd303c5 completed March 27, 2026, 8:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db25658481909fc8cf86deb436a4 completed March 28, 2026, 1:44 p.m.
NEDg Description generation batch_69c7df68b27081909acd7b903546f1c2 completed March 28, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69c7dfdea8a48190b901003a4a60d36f completed March 28, 2026, 2:04 p.m.
Created at: March 27, 2026, 2:58 p.m.