How do universities calculate the cost of attendance for grad students living in campus housing when determining maximum loan amounts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do universities calculate the cost of attendance for grad students living in campus housing when determining maximum loan amounts?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal graduate student loan limits Grad PLUS changes July 1 2026 Department of Education cost of attendance housing food allowance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid cost of attendance housing food allowance on campus graduate students regulations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |