Triple

T1152838
Position Surface form Disambiguated ID Type / Status
Subject McKinney-Vento Homeless Assistance Act E23716 entity
Predicate containsProvision P1393 FINISHED
Object Education for Homeless Children and Youth program
The Education for Homeless Children and Youth program is a U.S. federal initiative that ensures children and youth experiencing homelessness have equal access to free, appropriate public education and related support services.
E23716 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: Education for Homeless Children and Youth program | Statement: [McKinney-Vento Homeless Assistance Act, containsProvision, Education for Homeless Children and Youth program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Education for Homeless Children and Youth program
Context triple: [McKinney-Vento Homeless Assistance Act, containsProvision, Education for Homeless Children and Youth program]
  • A. McKinney-Vento Homeless Assistance Act
    The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
  • 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. 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.
  • 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. Freedom Schools
    Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
  • 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: Education for Homeless Children and Youth program
Triple: [McKinney-Vento Homeless Assistance Act, containsProvision, Education for Homeless Children and Youth program]
Generated description
The Education for Homeless Children and Youth program is a U.S. federal initiative that ensures children and youth experiencing homelessness have equal access to free, appropriate public education and related support services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Education for Homeless Children and Youth program
Target entity description: The Education for Homeless Children and Youth program is a U.S. federal initiative that ensures children and youth experiencing homelessness have equal access to free, appropriate public education and related support services.
  • A. McKinney-Vento Homeless Assistance Act chosen
    The McKinney-Vento Homeless Assistance Act is a key U.S. federal law that provides funding and protections to address homelessness, including ensuring educational access and support for children and youth experiencing homelessness.
  • 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. 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.
  • 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. Freedom Schools
    Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
  • 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_69a493f0d32c8190ac74bad3c87f2641 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc8d2dd8819081c779d408c2651d completed March 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5eb81790819087016b1620353417 completed March 7, 2026, 5:22 p.m.
NEDg Description generation batch_69ac612fee3881908abba96acf1b60ef completed March 7, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ac621c445081908bd3aa6f9c258caf completed March 7, 2026, 5:36 p.m.
Created at: March 1, 2026, 7:44 p.m.