Triple
T4089624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title IV Prevention of Chronic Disease and Improving Public Health |
E87672
|
entity |
| Predicate | enactedWith |
P52947
|
FINISHED |
| Object | Patient Protection and Affordable Care Act of 2010 |
E14911
|
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: Patient Protection and Affordable Care Act of 2010 | Statement: [Title IV Prevention of Chronic Disease and Improving Public Health, enactedWith, Patient Protection and Affordable Care Act of 2010]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Patient Protection and Affordable Care Act of 2010 Context triple: [Title IV Prevention of Chronic Disease and Improving Public Health, enactedWith, Patient Protection and Affordable Care Act of 2010]
-
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 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.
-
C.
Children's Health Insurance Program Reauthorization Act of 2009
The Children's Health Insurance Program Reauthorization Act of 2009 is a U.S. federal law that expanded and extended funding for children's health coverage, particularly for low-income families, through the Children's Health Insurance Program (CHIP).
-
D.
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.
-
E.
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.
- 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: enactedWith Context triple: [Title IV Prevention of Chronic Disease and Improving Public Health, enactedWith, Patient Protection and Affordable Care Act of 2010]
-
A.
enactedBy
Indicates that a law, policy, or formal measure is officially established or brought into effect by a specific authority or governing body.
-
B.
enactedAfter
Indicates that one enactment event occurred later in time than another enactment event.
-
C.
enactedDuring
Indicates that an action, event, or state occurred within the temporal span of a specified time period or event.
-
D.
signedIntoLawIn
Indicates that a proposed law or bill was formally approved and enacted by an authorized official in a specific place or jurisdiction.
-
E.
enactedInResponseTo
Indicates that one action, policy, or measure was carried out as a direct reaction to a specific prior event, condition, or stimulus.
- 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_69aefcab0a1c8190a1b0ca48ebc95b31 |
completed | March 9, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5db72503c81909e9cf69f23d093fc |
completed | March 14, 2026, 10:04 p.m. |
| PD | Predicate disambiguation | batch_69aef909c9c88190b09d48dad325a83c |
completed | March 9, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69aef9b34dec81909bbc3def9decc71a |
completed | March 9, 2026, 4:47 p.m. |
Created at: March 9, 2026, 3:39 p.m.