Triple

T11364680
Position Surface form Disambiguated ID Type / Status
Subject Public Law 104-193 E269171 entity
Predicate title P38 FINISHED
Object Title III—Child Support Enforcement
Title III—Child Support Enforcement is a section of U.S. welfare reform legislation that strengthens and modernizes the federal and state systems for establishing, enforcing, and collecting child support obligations.
E921564 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: Title III—Child Support Enforcement | Statement: [Public Law 104-193, title, Title III—Child Support Enforcement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title III—Child Support Enforcement
Context triple: [Public Law 104-193, title, Title III—Child Support Enforcement]
  • A. Title IV—Child Support Enforcement
    Title IV—Child Support Enforcement is a section of U.S. federal law that establishes and governs programs to locate noncustodial parents, establish paternity, and enforce child support obligations.
  • B. Child Support Enforcement Program
    The Child Support Enforcement Program is a U.S. federal-state initiative that works to establish paternity, locate noncustodial parents, and secure financial support for children from their parents.
  • C. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • D. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • E. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • 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: Title III—Child Support Enforcement
Triple: [Public Law 104-193, title, Title III—Child Support Enforcement]
Generated description
Title III—Child Support Enforcement is a section of U.S. welfare reform legislation that strengthens and modernizes the federal and state systems for establishing, enforcing, and collecting child support obligations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title III—Child Support Enforcement
Target entity description: Title III—Child Support Enforcement is a section of U.S. welfare reform legislation that strengthens and modernizes the federal and state systems for establishing, enforcing, and collecting child support obligations.
  • A. Title IV—Child Support Enforcement
    Title IV—Child Support Enforcement is a section of U.S. federal law that establishes and governs programs to locate noncustodial parents, establish paternity, and enforce child support obligations.
  • B. Child Support Enforcement Program
    The Child Support Enforcement Program is a U.S. federal-state initiative that works to establish paternity, locate noncustodial parents, and secure financial support for children from their parents.
  • C. Title III
    Title III is the section of the Superfund Amendments and Reauthorization Act that established the Emergency Planning and Community Right-to-Know Act, requiring communities and industries to plan for and disclose information about hazardous chemical releases.
  • D. Title III
    Title III is a section of the Digital Millennium Copyright Act that addresses limitations on liability for online service providers regarding copyright infringement.
  • E. Title III
    Title III is a section of U.S. higher education law that provides federal support to strengthen and improve institutions serving large numbers of low-income and underrepresented students, including many minority-serving colleges and universities.
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea4589908190948a8225768e1eec completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55667d4908190b6290135eba41e54 completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562c6e7c8819098d22a6e0daa4a51 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56a472f0c819086c1cccaa5ca0ae7 completed April 19, 2026, 11:50 p.m.
Created at: April 8, 2026, 9:33 p.m.