Triple
T11573919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States healthcare system |
E274455
|
entity |
| Predicate | influencedBy |
P9
|
FINISHED |
| Object | 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: Affordable Care Act | Statement: [United States healthcare system, influencedBy, Affordable Care Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Affordable Care Act Context triple: [United States healthcare system, influencedBy, 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 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.
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.
-
D.
NFIB v. Sebelius
NFIB v. Sebelius is the landmark 2012 U.S. Supreme Court case that largely upheld the Affordable Care Act, notably ruling that its individual mandate could be sustained under Congress’s taxing power.
-
E.
Indian Health Care Improvement Act
The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89048120c81908258f984711f7dd4 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e713e49f508190b9bad316d68eab42 |
completed | April 21, 2026, 6:06 a.m. |
Created at: April 8, 2026, 9:38 p.m.