Triple

T7338885
Position Surface form Disambiguated ID Type / Status
Subject Child Welfare Services E169197 entity
Predicate legalBasis P125 FINISHED
Object Adoption and Safe Families Act
The Adoption and Safe Families Act is a U.S. federal law that reformed child welfare policy by prioritizing children's safety and timely permanency, including adoption, over prolonged foster care placements.
E656702 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: Adoption and Safe Families Act | Statement: [Child Welfare Services, legalBasis, Adoption and Safe Families Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adoption and Safe Families Act
Context triple: [Child Welfare Services, legalBasis, Adoption and Safe Families Act]
  • A. Adoption Assistance Program
    The Adoption Assistance Program is a U.S. federal initiative that provides financial and medical support to help families adopt children with special needs from foster care.
  • B. Indian Child Welfare Act
    The Indian Child Welfare Act is a U.S. federal law that sets standards and procedures to protect the rights of Native American children, families, and tribes in child custody and adoption cases.
  • C. 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.
  • D. Child Welfare Act of Japan
    The Child Welfare Act of Japan is a fundamental law that establishes the rights, protections, and support systems for children, including those in need of care or at risk, and defines the responsibilities of the state and society toward their well-being.
  • E. Center for Family Safety and Healing
    The Center for Family Safety and Healing is a nonprofit organization dedicated to preventing and responding to family violence and child abuse through integrated healthcare, advocacy, education, and social services.
  • 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: Adoption and Safe Families Act
Triple: [Child Welfare Services, legalBasis, Adoption and Safe Families Act]
Generated description
The Adoption and Safe Families Act is a U.S. federal law that reformed child welfare policy by prioritizing children's safety and timely permanency, including adoption, over prolonged foster care placements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adoption and Safe Families Act
Target entity description: The Adoption and Safe Families Act is a U.S. federal law that reformed child welfare policy by prioritizing children's safety and timely permanency, including adoption, over prolonged foster care placements.
  • A. Adoption Assistance Program
    The Adoption Assistance Program is a U.S. federal initiative that provides financial and medical support to help families adopt children with special needs from foster care.
  • B. Indian Child Welfare Act
    The Indian Child Welfare Act is a U.S. federal law that sets standards and procedures to protect the rights of Native American children, families, and tribes in child custody and adoption cases.
  • C. 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.
  • D. Child Welfare Act of Japan
    The Child Welfare Act of Japan is a fundamental law that establishes the rights, protections, and support systems for children, including those in need of care or at risk, and defines the responsibilities of the state and society toward their well-being.
  • E. Center for Family Safety and Healing
    The Center for Family Safety and Healing is a nonprofit organization dedicated to preventing and responding to family violence and child abuse through integrated healthcare, advocacy, education, and social services.
  • 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.