What steps do I need to follow to appeal my financial aid award letter from Columbia University because my family had a sudden income drop?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps do I need to follow to appeal my financial aid award letter from Columbia University because my family had a sudden income drop?
3 real searches · 1 real-search pass
Columbia University undergraduate financial aid appeal special circumstances loss of income reconsideration officialGoogle ↗
OBSERVEDConsequence
site:cc-seas.financialaid.columbia.edu appeal financial aid change in circumstances loss of income ColumbiaGoogle ↗
OBSERVEDOther / navigational
site:undergrad.admissions.columbia.edu financial aid appeal special circumstances ColumbiaGoogle ↗
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)
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
Columbia University undergraduate financial aid appeal special circumstances loss of income reconsideration official Google ↗
site:cc-seas.financialaid.columbia.edu appeal financial aid change in circumstances loss of income Columbia Google ↗
site:undergrad.admissions.columbia.edu financial aid appeal special circumstances Columbia Google ↗
- IDOC document submission portal · cc-seas.financialaid.columbia.edu
- Appeals Request Form · cc-seas.financialaid.columbia.edu
- Professional Judgment/Special Circumstances · sfs.columbia.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Columbia University undergraduate financial aid appeal special circumstances loss of income reconsideration official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
site:cc-seas.financialaid.columbia.edu appeal financial aid change in circumstances loss of income Columbia OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:undergrad.admissions.columbia.edu financial aid appeal special circumstances Columbia OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |