Triple

T7338883
Position Surface form Disambiguated ID Type / Status
Subject Child Welfare Services E169197 entity
Predicate legalBasis P125 FINISHED
Object Social Security Act Title IV-B
Social Security Act Title IV-B is a federal funding program that supports state and tribal child welfare services aimed at protecting children, preserving families, and preventing abuse and neglect.
E656701 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: Social Security Act Title IV-B | Statement: [Child Welfare Services, legalBasis, Social Security Act Title IV-B]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Security Act Title IV-B
Context triple: [Child Welfare Services, legalBasis, Social Security Act Title IV-B]
  • A. Title IV of the Social Security Act
    Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
  • B. Title IV-D of the Social Security Act
    Title IV-D of the Social Security Act is a federal law that establishes and governs the national child support enforcement program, setting requirements for how states operate their child support agencies.
  • C. Title II of the Social Security Act
    Title II of the Social Security Act is the federal law that establishes and governs the Social Security Disability Insurance (SSDI) and retirement benefits programs for insured workers and their dependents.
  • D. Title V of the Social Security Act
    Title V of the Social Security Act is a key federal law that provides funding and a framework for states to improve the health and well-being of mothers, infants, and children, including children with special health care needs.
  • E. Title XXI of the Social Security Act
    Title XXI of the Social Security Act is the federal statutory authority that created and governs the Children’s Health Insurance Program (CHIP), providing health coverage to uninsured children in families with incomes too high to qualify for Medicaid.
  • 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: Social Security Act Title IV-B
Triple: [Child Welfare Services, legalBasis, Social Security Act Title IV-B]
Generated description
Social Security Act Title IV-B is a federal funding program that supports state and tribal child welfare services aimed at protecting children, preserving families, and preventing abuse and neglect.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Security Act Title IV-B
Target entity description: Social Security Act Title IV-B is a federal funding program that supports state and tribal child welfare services aimed at protecting children, preserving families, and preventing abuse and neglect.
  • A. Title IV of the Social Security Act
    Title IV of the Social Security Act is the federal statutory framework that established and governs cash assistance and related welfare programs for low-income families with children in the United States.
  • B. Title IV-D of the Social Security Act
    Title IV-D of the Social Security Act is a federal law that establishes and governs the national child support enforcement program, setting requirements for how states operate their child support agencies.
  • C. Title II of the Social Security Act
    Title II of the Social Security Act is the federal law that establishes and governs the Social Security Disability Insurance (SSDI) and retirement benefits programs for insured workers and their dependents.
  • D. Title V of the Social Security Act
    Title V of the Social Security Act is a key federal law that provides funding and a framework for states to improve the health and well-being of mothers, infants, and children, including children with special health care needs.
  • E. Title XXI of the Social Security Act
    Title XXI of the Social Security Act is the federal statutory authority that created and governs the Children’s Health Insurance Program (CHIP), providing health coverage to uninsured children in families with incomes too high to qualify for Medicaid.
  • 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.