My daughter is starting a PhD in Cleveland, so what should we know about stipend taxes and quarterly IRS filings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My daughter is starting a PhD in Cleveland, so what should we know about stipend taxes and quarterly IRS filings?
3 real searches · 1 real-search pass
IRS 2026 estimated tax payments Form 1040-ES deadlines scholarship fellowship taxable graduate student Publication 970Google ↗
OBSERVEDConsequence
Ohio 2026 individual income tax estimated payments nonresident student Cleveland municipal income tax graduate stipendGoogle ↗
OBSERVEDReason
Cleveland Ohio municipal income tax 2026 resident tax rate nonresident employee stipend fellowship tax treatmentGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
IRS 2026 estimated tax payments Form 1040-ES deadlines scholarship fellowship taxable graduate student Publication 970 Google ↗
Ohio 2026 individual income tax estimated payments nonresident student Cleveland municipal income tax graduate stipend Google ↗
Cleveland Ohio municipal income tax 2026 resident tax rate nonresident employee stipend fellowship tax treatment Google ↗
- Publication 505 (2026), Tax Withholding and Estimated Tax · irs.gov
- IRS Direct Pay · irs.gov
- IRS Form 1040-ES · irs.gov
- Ohio Department of Taxation · tax.ohio.gov
- 2026 Ohio estimated tax instructions · dam.assets.ohio.gov
- Income · tax.ohio.gov
- Cleveland Central Collection Agency · ccaohio.gov
- § 192.07 Determining Municipal Taxable Income for Individuals · codelibrary.amlegal.com
- 2026 · ccaohio.gov
- Publication 970 · irs.gov
- Topic no. 421, Scholarships, fellowship grants, and other grants · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 estimated tax payments Form 1040-ES deadlines scholarship fellowship taxable graduate student Publication 970 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Ohio 2026 individual income tax estimated payments nonresident student Cleveland municipal income tax graduate stipend OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Cleveland Ohio municipal income tax 2026 resident tax rate nonresident employee stipend fellowship tax treatment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |