Triple

T4089317
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E87665 entity
Predicate establishes P986 FINISHED
Object Patient-Centered Outcomes Research Institute
The Patient-Centered Outcomes Research Institute is an independent, nonprofit organization in the United States that funds and promotes comparative clinical effectiveness research to help patients and clinicians make better-informed healthcare decisions.
E412562 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: Patient-Centered Outcomes Research Institute | Statement: [Affordable Care Act, establishes, Patient-Centered Outcomes Research Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Patient-Centered Outcomes Research Institute
Context triple: [Affordable Care Act, establishes, Patient-Centered Outcomes Research Institute]
  • A. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • B. National Center for Advancing Translational Sciences
    The National Center for Advancing Translational Sciences is a U.S. biomedical research center focused on accelerating the development and delivery of new diagnostics, treatments, and cures by improving the translational science process.
  • C. Center for Clinical Standards and Quality
    The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
  • D. Vollum Institute
    The Vollum Institute is a neuroscience research center renowned for its fundamental studies of the brain and nervous system, based at Oregon Health & Science University in Portland, Oregon.
  • E. Center for Medicare and Medicaid Innovation
    The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • 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: Patient-Centered Outcomes Research Institute
Triple: [Affordable Care Act, establishes, Patient-Centered Outcomes Research Institute]
Generated description
The Patient-Centered Outcomes Research Institute is an independent, nonprofit organization in the United States that funds and promotes comparative clinical effectiveness research to help patients and clinicians make better-informed healthcare decisions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Patient-Centered Outcomes Research Institute
Target entity description: The Patient-Centered Outcomes Research Institute is an independent, nonprofit organization in the United States that funds and promotes comparative clinical effectiveness research to help patients and clinicians make better-informed healthcare decisions.
  • A. Agency for Healthcare Research and Quality
    The Agency for Healthcare Research and Quality is a U.S. federal agency that conducts and supports research to improve the quality, safety, efficiency, and effectiveness of healthcare for all Americans.
  • B. National Center for Advancing Translational Sciences
    The National Center for Advancing Translational Sciences is a U.S. biomedical research center focused on accelerating the development and delivery of new diagnostics, treatments, and cures by improving the translational science process.
  • C. Center for Clinical Standards and Quality
    The Center for Clinical Standards and Quality is a division of the U.S. federal health system responsible for developing, implementing, and enforcing national healthcare quality and safety standards across Medicare- and Medicaid-participating providers.
  • D. Vollum Institute
    The Vollum Institute is a neuroscience research center renowned for its fundamental studies of the brain and nervous system, based at Oregon Health & Science University in Portland, Oregon.
  • E. Center for Medicare and Medicaid Innovation
    The Center for Medicare and Medicaid Innovation is a federal agency within CMS that tests and implements new payment and service delivery models to improve quality and reduce costs in Medicare, Medicaid, and CHIP.
  • 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefca9e9088190a97cb2ccb5d622f0 completed March 9, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6651d48190915581eca783cf3b completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c4c41c88190b00ab8fc43686afb completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
Created at: March 9, 2026, 3:39 p.m.