Triple

T305282
Position Surface form Disambiguated ID Type / Status
Subject Civil Rights Act of 1964 E6283 entity
Predicate title P38 FINISHED
Object Title IV – Desegregation of Public Education
Title IV – Desegregation of Public Education is a section of U.S. civil rights law that authorizes federal action to assist and enforce the desegregation of public schools.
E39836 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: Title IV – Desegregation of Public Education | Statement: [Civil Rights Act of 1964, title, Title IV – Desegregation of Public Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV – Desegregation of Public Education
Context triple: [Civil Rights Act of 1964, title, Title IV – Desegregation of Public Education]
  • A. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • B. Brown v. Board of Education
    Brown v. Board of Education is the landmark 1954 U.S. Supreme Court decision that declared racial segregation in public schools unconstitutional, overturning the “separate but equal” doctrine.
  • C. Title VI of the Civil Rights Act of 1964
    Title VI of the Civil Rights Act of 1964 is a landmark federal law that prohibits discrimination on the basis of race, color, or national origin in programs and activities receiving federal financial assistance.
  • D. Civil Rights Act of 1964
    The Civil Rights Act of 1964 is a landmark U.S. federal law that outlawed segregation and major forms of discrimination based on race, color, religion, sex, or national origin, fundamentally reshaping American civil rights protections.
  • E. 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.
  • 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: Title IV – Desegregation of Public Education
Triple: [Civil Rights Act of 1964, title, Title IV – Desegregation of Public Education]
Generated description
Title IV – Desegregation of Public Education is a section of U.S. civil rights law that authorizes federal action to assist and enforce the desegregation of public schools.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV – Desegregation of Public Education
Target entity description: Title IV – Desegregation of Public Education is a section of U.S. civil rights law that authorizes federal action to assist and enforce the desegregation of public schools.
  • A. Elementary and Secondary Education Act of 1965
    The Elementary and Secondary Education Act of 1965 is a landmark U.S. federal law that greatly expanded federal funding and support for public K–12 education, particularly for disadvantaged students.
  • B. Brown v. Board of Education
    Brown v. Board of Education is the landmark 1954 U.S. Supreme Court decision that declared racial segregation in public schools unconstitutional, overturning the “separate but equal” doctrine.
  • C. Title VI of the Civil Rights Act of 1964
    Title VI of the Civil Rights Act of 1964 is a landmark federal law that prohibits discrimination on the basis of race, color, or national origin in programs and activities receiving federal financial assistance.
  • D. Civil Rights Act of 1964
    The Civil Rights Act of 1964 is a landmark U.S. federal law that outlawed segregation and major forms of discrimination based on race, color, religion, sex, or national origin, fundamentally reshaping American civil rights protections.
  • E. 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.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea11c4908190a8723033bdf6f479 completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b472eda88190b573432ba2295162 completed March 1, 2026, 3:37 a.m.
NEDg Description generation batch_69a3b700f9208190b7e0a75e6b8fae85 completed March 1, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69a3b74aeb008190b7db0f09d944f952 completed March 1, 2026, 3:49 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.