Triple
T4089298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Affordable Care Act |
E87665
|
entity |
| Predicate | amendedBy |
P1121
|
FINISHED |
| Object | Health Care and Education Reconciliation Act of 2010 |
E90633
|
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: Health Care and Education Reconciliation Act of 2010 | Statement: [Affordable Care Act, amendedBy, Health Care and Education Reconciliation Act of 2010]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Health Care and Education Reconciliation Act of 2010 Context triple: [Affordable Care Act, amendedBy, Health Care and Education Reconciliation Act of 2010]
-
A.
Health Care and Education Reconciliation Act of 2010
chosen
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.
-
B.
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.
-
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.
American Recovery and Reinvestment Act of 2009
The American Recovery and Reinvestment Act of 2009 was a major U.S. economic stimulus package enacted in response to the Great Recession, aimed at saving and creating jobs, investing in infrastructure, education, health, and renewable energy, and providing tax relief.
-
E.
Statutory Pay-As-You-Go Act of 2010
The Statutory Pay-As-You-Go Act of 2010 is a U.S. federal budget law that requires new legislation affecting taxes or mandatory spending to be budget-neutral, helping to prevent increases in the federal deficit.
- 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_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. |
Created at: March 9, 2026, 3:39 p.m.