Triple
T6245757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Family Education Loan Program |
E139716
|
entity |
| Predicate | reformedBy |
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: [Federal Family Education Loan Program, reformedBy, 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: [Federal Family Education Loan Program, reformedBy, 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.
Bipartisan Budget Act of 2013
The Bipartisan Budget Act of 2013 was a U.S. federal law that set discretionary spending levels and partially rolled back sequestration cuts through a budget compromise negotiated by Senator Patty Murray and Representative Paul Ryan.
-
C.
American Taxpayer Relief Act of 2012
The American Taxpayer Relief Act of 2012 is a U.S. federal law enacted to avert the "fiscal cliff" by making permanent most of the Bush-era tax cuts for lower- and middle-income taxpayers while allowing rates to rise for higher earners and implementing various spending and tax policy changes.
-
D.
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.
-
E.
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).
- 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_69c008b1c5088190ae6de2555fc05ad8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0631d9e648190a59ab4001f506424 |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20e15e7e48190b8a79178243b01f6 |
completed | March 24, 2026, 4:07 a.m. |
Created at: March 22, 2026, 4:23 p.m.