Triple

T22450285
Position Surface form Disambiguated ID Type / Status
Subject Public Law 105-33 E554970 entity
Predicate containsTitle P3254 FINISHED
Object Title V—Welfare and Related Programs NE NERFINISHED

How this triple was built (3 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: Title V—Welfare and Related Programs | Statement: [Public Law 105-33, containsTitle, Title V—Welfare and Related Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title V—Welfare and Related Programs
Context triple: [Public Law 105-33, containsTitle, Title V—Welfare and Related Programs]
  • A. Welfare Section
    The Welfare Section was a unit within the United Kingdom's Civil Defence Corps responsible for supporting the well-being and basic needs of civilians during emergencies and wartime.
  • B. 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.
  • C. Welfare
    Welfare is a 1975 documentary film by Frederick Wiseman that examines the inner workings and human impact of the American social welfare system.
  • D. Title IV-E of the Social Security Act
    Title IV-E of the Social Security Act is a federal funding program that supports foster care, adoption assistance, and guardianship assistance for eligible children in the United States.
  • E. 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.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title V—Welfare and Related Programs
Target entity description: Title V—Welfare and Related Programs is a section of U.S. federal legislation that reforms and governs various welfare and social assistance programs, including provisions affecting public assistance, child support, and related services.
  • A. Welfare Section
    The Welfare Section was a unit within the United Kingdom's Civil Defence Corps responsible for supporting the well-being and basic needs of civilians during emergencies and wartime.
  • B. 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.
  • C. Welfare
    Welfare is a 1975 documentary film by Frederick Wiseman that examines the inner workings and human impact of the American social welfare system.
  • D. Title IV-E of the Social Security Act
    Title IV-E of the Social Security Act is a federal funding program that supports foster care, adoption assistance, and guardianship assistance for eligible children in the United States.
  • E. 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.
  • F. None of above. chosen

Provenance (2 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4ae8a08190ba6027f036ce62af completed April 29, 2026, 1:13 a.m.
Created at: April 16, 2026, 8:48 p.m.