Triple

T17005966
Position Surface form Disambiguated ID Type / Status
Subject 19-840 E412570 entity
Predicate relatedStatute P3136 FINISHED
Object Patient Protection and Affordable Care Act E14911 NE FINISHED

How this triple was built (2 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: Patient Protection and Affordable Care Act | Statement: [19-840, relatedStatute, Patient Protection and Affordable Care Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Patient Protection and Affordable Care Act
Context triple: [19-840, relatedStatute, Patient Protection and Affordable Care Act]
  • A. Affordable Care Act chosen
    The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
  • B. Health Insurance Portability and Accountability Act
    The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
  • C. Health Care and Education Reconciliation Act of 2010
    The Health Care and Education Reconciliation Act of 2010 is a U.S. law that finalized and modified key provisions of the Affordable Care Act while also overhauling federal student loan programs.
  • D. 21st Century Cures Act
    The 21st Century Cures Act is a U.S. federal law enacted in 2016 that accelerates medical product development and innovation, expands funding for biomedical research and mental health services, and modernizes the regulation of drugs and medical devices.
  • E. No Surprises Act
    The No Surprises Act is a U.S. federal law that protects patients from unexpected out-of-network medical bills and limits balance billing in many emergency and non-emergency care situations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d886cb581c8190ab05f4b429c9cd85 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d3831268819089286053a5acf653 completed April 18, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0170df4d1c81909dd05abfd1cfc2ac completed May 11, 2026, 6:02 a.m.
Created at: April 10, 2026, 5:32 a.m.