How does the taxation of graduate fellowships and tuition waivers work for independent students who do not qualify as dependents anymore?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the taxation of graduate fellowships and tuition waivers work for independent students who do not qualify as dependents anymore?
2 real searches · 1 real-search pass
IRS Publication 970 graduate fellowship scholarship taxable room board tuition reduction graduate student section 117(d) independent studentGoogle ↗
OBSERVEDReason
IRS tax treatment graduate tuition waiver teaching research assistant qualified tuition reduction taxable wages fellowshipGoogle ↗
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 (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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Publication 970 graduate fellowship scholarship taxable room board tuition reduction graduate student section 117(d) independent student OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS tax treatment graduate tuition waiver teaching research assistant qualified tuition reduction taxable wages fellowship OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |