Triple

T22450284
Position Surface form Disambiguated ID Type / Status
Subject Public Law 105-33 E554970 entity
Predicate containsTitle P3254 FINISHED
Object Title IV—Medicare, Medicaid, and Children’s Health
Title IV—Medicare, Medicaid, and Children’s Health is a section of U.S. federal legislation that enacts policy changes and reforms affecting the Medicare and Medicaid programs and health coverage for children.
E1537052 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 IV—Medicare, Medicaid, and Children’s Health | Statement: [Public Law 105-33, containsTitle, Title IV—Medicare, Medicaid, and Children’s Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title IV—Medicare, Medicaid, and Children’s Health
Context triple: [Public Law 105-33, containsTitle, Title IV—Medicare, Medicaid, and Children’s Health]
  • A. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • B. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • C. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • D. 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.
  • E. Medicare and Medicaid
    Medicare and Medicaid are U.S. government health insurance programs that provide coverage primarily to seniors, people with disabilities, and low-income individuals and families.
  • 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 IV—Medicare, Medicaid, and Children’s Health
Triple: [Public Law 105-33, containsTitle, Title IV—Medicare, Medicaid, and Children’s Health]
Generated description
Title IV—Medicare, Medicaid, and Children’s Health is a section of U.S. federal legislation that enacts policy changes and reforms affecting the Medicare and Medicaid programs and health coverage for children.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title IV—Medicare, Medicaid, and Children’s Health
Target entity description: Title IV—Medicare, Medicaid, and Children’s Health is a section of U.S. federal legislation that enacts policy changes and reforms affecting the Medicare and Medicaid programs and health coverage for children.
  • A. Title IV
    Title IV is a section of the Puerto Rico Oversight, Management, and Economic Stability Act that establishes procedures and mechanisms for restructuring Puerto Rico’s public debt and addressing its fiscal crisis.
  • B. Title IV
    Title IV is a section of U.S. federal education law that provides funding and guidelines to support student enrichment, safety, and access to well-rounded educational opportunities in elementary and secondary schools.
  • C. Title IV
    Title IV is a section of the Superfund Amendments and Reauthorization Act of 1986 that establishes specific provisions and requirements related to emergency planning and community right-to-know about hazardous chemicals.
  • D. 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.
  • E. Medicare and Medicaid
    Medicare and Medicaid are U.S. government health insurance programs that provide coverage primarily to seniors, people with disabilities, and low-income individuals and families.
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4ae8a08190ba6027f036ce62af completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c79028c8190bcefe8549a81f777 completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0d10a50881909fb586a3c529623d completed May 18, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0db192088190bb1a44808b7ccc85 completed May 18, 2026, 1:01 p.m.
Created at: April 16, 2026, 8:48 p.m.