Real ChatGPT answer · index seedQePOQUmStgocompleteFinance and banking · budgeting and savingbrand

What are the tax implications of withdrawing from a state-sponsored 529 plan to pay for off-campus housing and meal plans during graduate school?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the tax implications of withdrawing from a state-sponsored 529 plan to pay for off-campus housing and meal plans during graduate school?
3 real searches · 1 real-search pass
IRS Publication 970 529 room board off-campus cost of attendance half-time graduate school 2025 2026Google ↗
OBSERVEDReason
IRS 529 qualified tuition program room and board off campus meal plan cost of attendance limitGoogle ↗
OBSERVEDOther / navigational
California 529 plan state tax treatment nonqualified distributions room boardGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

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 Publication 970 529 room board off-campus cost of attendance half-time graduate school 2025 2026 Google ↗
IRS 529 qualified tuition program room and board off campus meal plan cost of attendance limit Google ↗
California 529 plan state tax treatment nonqualified distributions room board Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS Publication 970 529 room board off-campus cost of attendance half-time graduate school 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS 529 qualified tuition program room and board off campus meal plan cost of attendance limit
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
California 529 plan state tax treatment nonqualified distributions room board
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1