How do we handle the troubleshooting when the financial aid portal says our tax transcripts do not match the numbers we entered manually on the verification form
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we handle the troubleshooting when the financial aid portal says our tax transcripts do not match the numbers we entered manually on the verification form
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
Federal Student Aid FAFSA verification tax transcript discrepancy AGI tax paid verification worksheet official guidance 2026-2027 Google ↗
IRS tax return transcript line items adjusted gross income federal income tax paid FAFSA verification official Google ↗
- 2026–2027 IRS Tax Return Transcript Matrix · fsapartners.ed.gov
- Verification, Updates, and Corrections · fsapartners.ed.gov
- Program Integrity Questions and Answers - Verification · ed.gov
- The FAFSA Process · financialaidtoolkit.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid FAFSA verification tax transcript discrepancy AGI tax paid verification worksheet official guidance 2026-2027 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS tax return transcript line items adjusted gross income federal income tax paid FAFSA verification official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |