Triple

T4034836
Position Surface form Disambiguated ID Type / Status
Subject No Child Left Behind Act E83802 entity
Predicate includesTitle P3254 FINISHED
Object Title VI – Flexibility and Accountability
Title VI – Flexibility and Accountability is a section of U.S. federal education law that focuses on granting states and school districts greater flexibility in the use of federal funds while holding them accountable for improving student academic achievement.
E409327 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 VI – Flexibility and Accountability | Statement: [No Child Left Behind Act, includesTitle, Title VI – Flexibility and Accountability]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VI – Flexibility and Accountability
Context triple: [No Child Left Behind Act, includesTitle, Title VI – Flexibility and Accountability]
  • A. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • B. Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
    Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations is a section of U.S. federal law that establishes special rules and protections for charitable trusts benefiting military personnel and certain government-related groups.
  • C. Title VI – The Constitutional Court
    Title VI – The Constitutional Court is the section of the Belgian Constitution that defines the role, powers, and organization of Belgium’s Constitutional Court, which oversees the constitutionality of laws and protects fundamental rights.
  • D. Title VI – Language Development
    Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
  • E. Title II Role of Public Programs
    Title II Role of Public Programs is a section of the Affordable Care Act that focuses on expanding and coordinating public health insurance programs like Medicaid and CHIP to improve coverage and access to care.
  • 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 VI – Flexibility and Accountability
Triple: [No Child Left Behind Act, includesTitle, Title VI – Flexibility and Accountability]
Generated description
Title VI – Flexibility and Accountability is a section of U.S. federal education law that focuses on granting states and school districts greater flexibility in the use of federal funds while holding them accountable for improving student academic achievement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VI – Flexibility and Accountability
Target entity description: Title VI – Flexibility and Accountability is a section of U.S. federal education law that focuses on granting states and school districts greater flexibility in the use of federal funds while holding them accountable for improving student academic achievement.
  • A. Title VI Miscellaneous Provisions
    Title VI Miscellaneous Provisions is the section of the Labor-Management Reporting and Disclosure Act of 1959 that sets out various general, supplemental, and administrative rules necessary for implementing and enforcing the Act’s core labor-management and union governance protections.
  • B. Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations
    Title VI—Treatment of Charitable Trusts for Members of the Armed Forces of the United States and Other Governmental Organizations is a section of U.S. federal law that establishes special rules and protections for charitable trusts benefiting military personnel and certain government-related groups.
  • C. Title VI – The Constitutional Court
    Title VI – The Constitutional Court is the section of the Belgian Constitution that defines the role, powers, and organization of Belgium’s Constitutional Court, which oversees the constitutionality of laws and protects fundamental rights.
  • D. Title VI – Language Development
    Title VI – Language Development is a section of the National Defense Education Act that established federal support for foreign language and area studies programs to strengthen U.S. educational and national security capacities.
  • E. Title II Role of Public Programs
    Title II Role of Public Programs is a section of the Affordable Care Act that focuses on expanding and coordinating public health insurance programs like Medicaid and CHIP to improve coverage and access to care.
  • 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_69aed92f7cf0819098e0539bdcc3767f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb11d92481909aaebbc250ff45b9 completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5563e11708190abc9ba55b1be43a5 completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a291d8c8190976e764011692ba0 completed March 14, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69b55a9ec7e88190bc5d165fd666f4b3 completed March 14, 2026, 12:54 p.m.
Created at: March 9, 2026, 3:36 p.m.