Triple

T735132
Position Surface form Disambiguated ID Type / Status
Subject Affordable Care Act E14911 entity
Predicate containsTitle P3254 FINISHED
Object Title VII Improving Access to Innovative Medical Therapies
Title VII Improving Access to Innovative Medical Therapies is a section of U.S. health reform law that expands and streamlines patient access to cutting-edge drugs, biologics, and related treatments.
E87674 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 VII Improving Access to Innovative Medical Therapies | Statement: [Affordable Care Act, containsTitle, Title VII Improving Access to Innovative Medical Therapies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Title VII Improving Access to Innovative Medical Therapies
Context triple: [Affordable Care Act, containsTitle, Title VII Improving Access to Innovative Medical Therapies]
  • A. Ryan Haight Online Pharmacy Consumer Protection Act of 2008
    The Ryan Haight Online Pharmacy Consumer Protection Act of 2008 is a U.S. federal law that regulates internet pharmacies by requiring valid prescriptions and in-person medical evaluations before dispensing controlled substances online.
  • B. Clinical Practices of the University of Pennsylvania
    Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
  • C. National Cancer Act of 1971
    The National Cancer Act of 1971 is a landmark U.S. law that greatly expanded federal funding and coordination for cancer research, prevention, and treatment, helping launch the modern "war on cancer."
  • D. Medical Act 1983
    The Medical Act 1983 is a key piece of UK legislation that regulates the medical profession, including the registration and oversight of doctors, primarily through the powers it grants to the General Medical Council.
  • E. Bayh–Dole Act
    The Bayh–Dole Act is a landmark 1980 U.S. law that allows universities, small businesses, and other institutions to retain ownership of inventions developed with federal funding, spurring technology transfer and commercialization.
  • 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 VII Improving Access to Innovative Medical Therapies
Triple: [Affordable Care Act, containsTitle, Title VII Improving Access to Innovative Medical Therapies]
Generated description
Title VII Improving Access to Innovative Medical Therapies is a section of U.S. health reform law that expands and streamlines patient access to cutting-edge drugs, biologics, and related treatments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Title VII Improving Access to Innovative Medical Therapies
Target entity description: Title VII Improving Access to Innovative Medical Therapies is a section of U.S. health reform law that expands and streamlines patient access to cutting-edge drugs, biologics, and related treatments.
  • A. Ryan Haight Online Pharmacy Consumer Protection Act of 2008
    The Ryan Haight Online Pharmacy Consumer Protection Act of 2008 is a U.S. federal law that regulates internet pharmacies by requiring valid prescriptions and in-person medical evaluations before dispensing controlled substances online.
  • B. Clinical Practices of the University of Pennsylvania
    Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
  • C. National Cancer Act of 1971
    The National Cancer Act of 1971 is a landmark U.S. law that greatly expanded federal funding and coordination for cancer research, prevention, and treatment, helping launch the modern "war on cancer."
  • D. Medical Act 1983
    The Medical Act 1983 is a key piece of UK legislation that regulates the medical profession, including the registration and oversight of doctors, primarily through the powers it grants to the General Medical Council.
  • E. Bayh–Dole Act
    The Bayh–Dole Act is a landmark 1980 U.S. law that allows universities, small businesses, and other institutions to retain ownership of inventions developed with federal funding, spurring technology transfer and commercialization.
  • 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.