Triple
T17005968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 19-840 |
E412570
|
entity |
| Predicate | relatedStatute |
P3136
|
FINISHED |
| Object | Tax Cuts and Jobs Act of 2017 |
E88596
|
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: Tax Cuts and Jobs Act of 2017 | Statement: [19-840, relatedStatute, Tax Cuts and Jobs Act of 2017]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tax Cuts and Jobs Act of 2017 Context triple: [19-840, relatedStatute, Tax Cuts and Jobs Act of 2017]
-
A.
Tax Cuts and Jobs Act of 2017
chosen
The Tax Cuts and Jobs Act of 2017 is a major U.S. federal law that overhauled the tax code by cutting corporate tax rates, altering individual income tax brackets and deductions, and reshaping business taxation.
-
B.
Bipartisan Budget Act of 2018
The Bipartisan Budget Act of 2018 is a U.S. federal law that set government spending levels, suspended the debt ceiling, and enacted various policy changes as part of a major bipartisan budget agreement.
-
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.
Protecting Americans from Tax Hikes Act of 2015
The Protecting Americans from Tax Hikes Act of 2015 is a U.S. federal law that made several key tax breaks permanent or long-term, particularly for families and businesses, while also reforming and extending various tax credits and incentives.
-
E.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
- 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_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. |
Created at: April 10, 2026, 5:32 a.m.