Triple

T1021760
Position Surface form Disambiguated ID Type / Status
Subject Food and Nutrition Service E22053 entity
Predicate hasProgram P178 FINISHED
Object Community Eligibility Provision
The Community Eligibility Provision is a federal program that allows eligible high-poverty schools and districts in the United States to offer free breakfast and lunch to all enrolled students without collecting individual household applications.
E121751 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: Community Eligibility Provision | Statement: [Food and Nutrition Service, hasProgram, Community Eligibility Provision]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Community Eligibility Provision
Context triple: [Food and Nutrition Service, hasProgram, Community Eligibility Provision]
  • A. Defense Enrollment Eligibility Reporting System
    The Defense Enrollment Eligibility Reporting System (DEERS) is a U.S. Department of Defense database that maintains personnel and benefits eligibility information for service members, retirees, and their dependents.
  • B. Head Start program
    The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
  • C. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • D. Supplemental Nutrition Assistance Program
    The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
  • E. KIPP Foundation
    The KIPP Foundation is a nonprofit organization that supports and oversees the national network of KIPP public charter schools serving primarily underserved communities in the United States.
  • 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: Community Eligibility Provision
Triple: [Food and Nutrition Service, hasProgram, Community Eligibility Provision]
Generated description
The Community Eligibility Provision is a federal program that allows eligible high-poverty schools and districts in the United States to offer free breakfast and lunch to all enrolled students without collecting individual household applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Community Eligibility Provision
Target entity description: The Community Eligibility Provision is a federal program that allows eligible high-poverty schools and districts in the United States to offer free breakfast and lunch to all enrolled students without collecting individual household applications.
  • A. Defense Enrollment Eligibility Reporting System
    The Defense Enrollment Eligibility Reporting System (DEERS) is a U.S. Department of Defense database that maintains personnel and benefits eligibility information for service members, retirees, and their dependents.
  • 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. Head Start program
    The Head Start program is a U.S. federal initiative that provides early childhood education, health, nutrition, and parent involvement services to low-income children and their families.
  • D. Lifeline program
    The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
  • E. Supplemental Nutrition Assistance Program
    The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b7dead9c8190a0f8d4ef48e6c809 completed March 1, 2026, 10:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.