Triple

T7338886
Position Surface form Disambiguated ID Type / Status
Subject Child Welfare Services E169197 entity
Predicate legalBasis P125 FINISHED
Object Fostering Connections to Success and Increasing Adoptions Act
The Fostering Connections to Success and Increasing Adoptions Act is a U.S. federal law that strengthens child welfare programs by promoting permanent family placements, supporting kinship care, and improving outcomes for children in foster care.
E656703 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: Fostering Connections to Success and Increasing Adoptions Act | Statement: [Child Welfare Services, legalBasis, Fostering Connections to Success and Increasing Adoptions Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fostering Connections to Success and Increasing Adoptions Act
Context triple: [Child Welfare Services, legalBasis, Fostering Connections to Success and Increasing Adoptions Act]
  • A. Moving Ahead for Progress in the 21st Century Act
    The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
  • B. Student Aid and Fiscal Responsibility Act
    The Student Aid and Fiscal Responsibility Act was a U.S. legislative proposal aimed at overhauling federal student loan programs by expanding direct lending, increasing funding for Pell Grants, and redirecting savings toward education and deficit reduction.
  • C. Improving Head Start for School Readiness Act of 2007
    The Improving Head Start for School Readiness Act of 2007 is a U.S. federal law that reauthorized and strengthened the Head Start program, emphasizing school readiness, accountability, and quality improvements in early childhood education services for low-income children and families.
  • D. PACT Act
    The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
  • E. Donahoe Higher Education Act
    The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
  • 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: Fostering Connections to Success and Increasing Adoptions Act
Triple: [Child Welfare Services, legalBasis, Fostering Connections to Success and Increasing Adoptions Act]
Generated description
The Fostering Connections to Success and Increasing Adoptions Act is a U.S. federal law that strengthens child welfare programs by promoting permanent family placements, supporting kinship care, and improving outcomes for children in foster care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fostering Connections to Success and Increasing Adoptions Act
Target entity description: The Fostering Connections to Success and Increasing Adoptions Act is a U.S. federal law that strengthens child welfare programs by promoting permanent family placements, supporting kinship care, and improving outcomes for children in foster care.
  • A. Moving Ahead for Progress in the 21st Century Act
    The Moving Ahead for Progress in the 21st Century Act (MAP-21) is a U.S. federal transportation funding and authorization law that restructured and streamlined surface transportation programs, including data and performance management requirements.
  • B. Student Aid and Fiscal Responsibility Act
    The Student Aid and Fiscal Responsibility Act was a U.S. legislative proposal aimed at overhauling federal student loan programs by expanding direct lending, increasing funding for Pell Grants, and redirecting savings toward education and deficit reduction.
  • C. Improving Head Start for School Readiness Act of 2007
    The Improving Head Start for School Readiness Act of 2007 is a U.S. federal law that reauthorized and strengthened the Head Start program, emphasizing school readiness, accountability, and quality improvements in early childhood education services for low-income children and families.
  • D. PACT Act
    The PACT Act is a U.S. law that expands healthcare and benefits for veterans exposed to burn pits and other toxic substances during their military service.
  • E. Donahoe Higher Education Act
    The Donahoe Higher Education Act is a landmark California law that restructured the state's public higher education system and established the modern governance framework for institutions including the California State University.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0d702108190a00a3681ff6e67d4 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef266fd0819096cf3ece3fff6b90 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7efa4f5148190842f30988cbea94c completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0092bac819080ded1863f99290a completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:04 p.m.