Triple

T6168879
Position Surface form Disambiguated ID Type / Status
Subject Office of Postsecondary Education E137640 entity
Predicate overseesProgram P86 FINISHED
Object Strengthening Tribal Colleges and Universities programs
Strengthening Tribal Colleges and Universities programs are federal initiatives that provide financial and institutional support to enhance the capacity and educational quality of Tribal Colleges and Universities serving Native American communities.
E573110 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: Strengthening Tribal Colleges and Universities programs | Statement: [Office of Postsecondary Education, overseesProgram, Strengthening Tribal Colleges and Universities programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Strengthening Tribal Colleges and Universities programs
Context triple: [Office of Postsecondary Education, overseesProgram, Strengthening Tribal Colleges and Universities programs]
  • A. School of Indigenous Education and Community Connections
    The School of Indigenous Education and Community Connections is an academic division at Camosun College focused on Indigenous-centered programs, support services, and community partnerships that advance Indigenous education and cultural engagement.
  • 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. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • D. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • E. 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.
  • 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: Strengthening Tribal Colleges and Universities programs
Triple: [Office of Postsecondary Education, overseesProgram, Strengthening Tribal Colleges and Universities programs]
Generated description
Strengthening Tribal Colleges and Universities programs are federal initiatives that provide financial and institutional support to enhance the capacity and educational quality of Tribal Colleges and Universities serving Native American communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Strengthening Tribal Colleges and Universities programs
Target entity description: Strengthening Tribal Colleges and Universities programs are federal initiatives that provide financial and institutional support to enhance the capacity and educational quality of Tribal Colleges and Universities serving Native American communities.
  • A. School of Indigenous Education and Community Connections
    The School of Indigenous Education and Community Connections is an academic division at Camosun College focused on Indigenous-centered programs, support services, and community partnerships that advance Indigenous education and cultural engagement.
  • 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. Consortium on Financing Higher Education
    The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
  • D. Research and National Technical Assistance program
    The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
  • E. 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.
  • 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_69c008a68c508190a8d78245c865960e completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05d8de56481909583104c70a52616 completed March 22, 2026, 9:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141a947808190ac68e6f00858a573 completed March 23, 2026, 1:35 p.m.
NEDg Description generation batch_69c1458171588190a074797c3b51f1e7 completed March 23, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_69c145f2290c819093f787a4f9a6a832 completed March 23, 2026, 1:53 p.m.
Created at: March 22, 2026, 4:18 p.m.