What should a first year PhD student know about stipend taxes to avoid penalties on their upcoming tax return?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should a first year PhD student know about stipend taxes to avoid penalties on their upcoming tax return?
3 real searches · 1 real-search pass
IRS tax treatment fellowship grants taxable income graduate students estimated tax payments 2026 underpayment penaltyGoogle ↗
OBSERVEDReason
IRS Publication 970 scholarships fellowships qualified education expenses room board taxable 2025Google ↗
OBSERVEDConsequence
IRS estimated taxes 2026 safe harbor 90% 100% 110% withholdingGoogle ↗
OBSERVEDYes / no
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
IRS tax treatment fellowship grants taxable income graduate students estimated tax payments 2026 underpayment penalty Google ↗
IRS Publication 970 scholarships fellowships qualified education expenses room board taxable 2025 Google ↗
IRS estimated taxes 2026 safe harbor 90% 100% 110% withholding Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS tax treatment fellowship grants taxable income graduate students estimated tax payments 2026 underpayment penalty OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Publication 970 scholarships fellowships qualified education expenses room board taxable 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS estimated taxes 2026 safe harbor 90% 100% 110% withholding OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |