Triple
T17005835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CLASS Act |
E412567
|
entity |
| Predicate | titleOfLaw |
P11473
|
FINISHED |
| Object | Title VIII of the Patient Protection and Affordable Care Act |
E412568
|
NE FINISHED |
How this triple was built (3 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 VIII of the Patient Protection and Affordable Care Act | Statement: [CLASS Act, titleOfLaw, Title VIII of the Patient Protection and Affordable Care Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title VIII of the Patient Protection and Affordable Care Act Context triple: [CLASS Act, titleOfLaw, Title VIII of the Patient Protection and Affordable Care Act]
-
A.
Affordable Care Act
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.
Title VIII
Title VIII is the section of the Civil Rights Act of 1968 commonly known as the Fair Housing Act, which prohibits discrimination in the sale, rental, and financing of housing.
-
D.
Title VIII
chosen
Title VIII is a section of the Affordable Care Act that established the Community Living Assistance Services and Supports (CLASS) program, a voluntary long-term care insurance initiative intended to help individuals with disabilities or chronic conditions live independently.
-
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.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: titleOfLaw Context triple: [CLASS Act, titleOfLaw, Title VIII of the Patient Protection and Affordable Care Act]
-
A.
hasTitleInLaw
chosen
Indicates that an entity holds or is designated by a specific formal title as defined or recognized in law.
-
B.
courtTitle
Indicates the official judicial position or title held by a person within a court system.
-
C.
titleJurisdiction
Indicates the legal or official authority under which a title is recognized, governed, or issued.
-
D.
subjectOfLaw
Indicates that a law, legal document, or legal provision is about, concerns, or applies to the referenced subject.
-
E.
typeOfLaw
Indicates that one entity is a specific category or kind of law to which the other entity pertains.
- F. None of above.
Provenance (4 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_6a00dc2035848190bf299875d37c8ac7 |
completed | May 10, 2026, 7:27 p.m. |
| PD | Predicate disambiguation | batch_69e35d552bc08190af17ef7659e094ef |
completed | April 18, 2026, 10:30 a.m. |
Created at: April 10, 2026, 5:32 a.m.