Triple

T735127
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate containsTitle P3254 FINISHED
Object Title II Role of Public Programs
Title II Role of Public Programs is a section of the Affordable Care Act that focuses on expanding and coordinating public health insurance programs like Medicaid and CHIP to improve coverage and access to care.
E87671 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 II Role of Public Programs | Statement: [Affordable Care Act, containsTitle, Title II Role of Public Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title II Role of Public Programs
Context triple: [Affordable Care Act, containsTitle, Title II Role of Public Programs]
  • A. Title II – Public Accommodations
    Title II – Public Accommodations is the section of the Civil Rights Act of 1964 that prohibits discrimination based on race, color, religion, or national origin in places such as hotels, restaurants, theaters, and other public facilities.
  • B. 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.
  • C. Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
    Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • D. Public Law 79-304
    Public Law 79-304 is a U.S. federal statute enacted in 1946 that, among other postwar economic measures, established the Joint Economic Committee of Congress to analyze and report on the nation’s economic conditions and policies.
  • E. Public Law 80-242
    Public Law 80-242 is a United States federal statute enacted in 1947 that formally established and defined the authority and procedures of the U.S. Board on Geographic Names for standardizing geographic names.
  • 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 II Role of Public Programs
Triple: [Affordable Care Act, containsTitle, Title II Role of Public Programs]
Generated description
Title II Role of Public Programs is a section of the Affordable Care Act that focuses on expanding and coordinating public health insurance programs like Medicaid and CHIP to improve coverage and access to care.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title II Role of Public Programs
Target entity description: Title II Role of Public Programs is a section of the Affordable Care Act that focuses on expanding and coordinating public health insurance programs like Medicaid and CHIP to improve coverage and access to care.
  • A. Title II – Public Accommodations
    Title II – Public Accommodations is the section of the Civil Rights Act of 1964 that prohibits discrimination based on race, color, religion, or national origin in places such as hotels, restaurants, theaters, and other public facilities.
  • B. 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.
  • C. Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies
    Title I, Part A – Improving Basic Programs Operated by Local Educational Agencies is a major federal education funding program that provides financial assistance to schools and districts serving high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
  • D. Public Law 79-304
    Public Law 79-304 is a U.S. federal statute enacted in 1946 that, among other postwar economic measures, established the Joint Economic Committee of Congress to analyze and report on the nation’s economic conditions and policies.
  • E. Public Law 80-242
    Public Law 80-242 is a United States federal statute enacted in 1947 that formally established and defined the authority and procedures of the U.S. Board on Geographic Names for standardizing geographic names.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5d8c6148190a468f2d95f7ec91f completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a5f0de4819083457c86e5e93ba0 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b03246081908c20445a7a401008 completed March 3, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69a64b4e9cec8190a3dcc378f853be0d completed March 3, 2026, 2:45 a.m.
Created at: March 1, 2026, 7:37 p.m.