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.