I am retired and helping my granddaughter who is a graduate student figure out if her university stipend is subject to federal and state income taxes.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am retired and helping my granddaughter who is a graduate student figure out if her university stipend is subject to federal and state income taxes.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
IRS graduate student stipend scholarship fellowship taxable qualified education expenses teaching research assistantship Publication 970 Google ↗
New York State tax treatment graduate student fellowship stipend scholarship taxable income nonresident resident Google ↗
- Tax Preparation FAQs · gradschool.cornell.edu
- Tax Information for Students · gsas.columbia.edu
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Topic no. 421, Scholarships, fellowship grants, and other grants · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS graduate student stipend scholarship fellowship taxable qualified education expenses teaching research assistantship Publication 970 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
New York State tax treatment graduate student fellowship stipend scholarship taxable income nonresident resident OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |