How do I calculate what I actually owe in quarterly taxes on my graduate research fellowship at the University of Illinois Urbana Champaign?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I calculate what I actually owe in quarterly taxes on my graduate research fellowship at the University of Illinois Urbana Champaign?
3 real searches · 1 real-search pass
2026 IRS estimated tax payments Form 1040-ES 90% 100% 110% prior year tax rulesGoogle ↗
OBSERVEDYes / no
IRS taxable scholarship fellowship grant room board qualified education expenses graduate student 2026Google ↗
OBSERVEDYes / no
University of Illinois Urbana Champaign graduate fellowship tax information taxable stipend estimated taxesGoogle ↗
OBSERVEDShort fact
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). 3 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
2026 IRS estimated tax payments Form 1040-ES 90% 100% 110% prior year tax rules Google ↗
IRS taxable scholarship fellowship grant room board qualified education expenses graduate student 2026 Google ↗
University of Illinois Urbana Champaign graduate fellowship tax information taxable stipend estimated taxes Google ↗
- UIUC Graduate College fellowship tax page · grad.illinois.edu
- Campus Fellowship and Traineeship Policies · handbook.grad.illinois.edu
- Topic no. 421, Scholarships, fellowship grants, and other grants · irs.gov
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- 2026 Form 1040-ES · irs.gov
- Publication 505 (2026), Tax Withholding and Estimated Tax · irs.gov
- 2026 Form 1040-ES · irs.gov
- Estimated tax · irs.gov
- Illinois Publication 105 · tax.illinois.gov
- Individual Income Tax (Sole Proprietorships) · tax.illinois.gov
- IRS Direct Pay · irs.gov
- MyTax Illinois · mytax.illinois.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 IRS estimated tax payments Form 1040-ES 90% 100% 110% prior year tax rules OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
IRS taxable scholarship fellowship grant room board qualified education expenses graduate student 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
University of Illinois Urbana Champaign graduate fellowship tax information taxable stipend estimated taxes OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |