Triple

T11811130
Position Surface form Disambiguated ID Type / Status
Subject Public Law 93-638 E280872 entity
Predicate includesTitle P3254 FINISHED
Object Title II – Indian Education Assistance
Title II – Indian Education Assistance is a section of the Indian Self-Determination and Education Assistance Act that authorizes federal support for tribal control and improvement of education programs serving Native American students.
E58182 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 II – Indian Education Assistance | Statement: [Public Law 93-638, includesTitle, Title II – Indian Education Assistance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II – Indian Education Assistance
Context triple: [Public Law 93-638, includesTitle, Title II – Indian Education Assistance]
  • A. Indian Self-Determination and Education Assistance Act
    The Indian Self-Determination and Education Assistance Act is a landmark U.S. federal law that empowers Native American tribes to administer their own education, health, and social service programs previously managed by federal agencies, advancing tribal self-governance and autonomy.
  • B. Title VII – Indian, Native Hawaiian, and Alaska Native Education
    Title VII – Indian, Native Hawaiian, and Alaska Native Education is a section of U.S. federal education law that provides targeted programs and funding to support the academic achievement, cultural preservation, and language revitalization of American Indian, Native Hawaiian, and Alaska Native students.
  • C. Title II
    Title II is a major federal education funding program that supports improving teacher quality and professional development in K–12 schools across the United States.
  • D. Title II
    Title II is the section of the Digital Millennium Copyright Act that establishes safe harbor provisions limiting online service providers’ liability for copyright-infringing content posted by their users.
  • E. Title II
    Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
  • 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 II – Indian Education Assistance
Triple: [Public Law 93-638, includesTitle, Title II – Indian Education Assistance]
Generated description
Title II – Indian Education Assistance is a section of the Indian Self-Determination and Education Assistance Act that authorizes federal support for tribal control and improvement of education programs serving Native American students.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II – Indian Education Assistance
Target entity description: Title II – Indian Education Assistance is a section of the Indian Self-Determination and Education Assistance Act that authorizes federal support for tribal control and improvement of education programs serving Native American students.
  • A. Indian Self-Determination and Education Assistance Act chosen
    The Indian Self-Determination and Education Assistance Act is a landmark U.S. federal law that empowers Native American tribes to administer their own education, health, and social service programs previously managed by federal agencies, advancing tribal self-governance and autonomy.
  • B. Title VII – Indian, Native Hawaiian, and Alaska Native Education
    Title VII – Indian, Native Hawaiian, and Alaska Native Education is a section of U.S. federal education law that provides targeted programs and funding to support the academic achievement, cultural preservation, and language revitalization of American Indian, Native Hawaiian, and Alaska Native students.
  • C. Title II
    Title II is a major federal education funding program that supports improving teacher quality and professional development in K–12 schools across the United States.
  • D. Title II
    Title II is the section of the Digital Millennium Copyright Act that establishes safe harbor provisions limiting online service providers’ liability for copyright-infringing content posted by their users.
  • E. Title II
    Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
  • F. None of above.

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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5ca50a081908a198b336d8c2b98 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f13188b89c819095ba5d27de7ebbb2 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.