Real ChatGPT answer · index seeddn2xQ5snT5wcompleteB2B software · HR and payroll softwareinformational
How do we parse and correct common W-2 form errors related to incorrect box 12 codes without having to file a massive batch of amended W-2c forms manually?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do we parse and correct common W-2 form errors related to incorrect box 12 codes without having to file a massive batch of amended W-2c forms manually?
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). 1 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 |
|---|---|---|---|---|---|---|---|
IRS General Instructions Forms W-2 W-3 2026 box 12 codes corrected W-2c electronic filing bulk EFW2C OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
SSA EFW2C specifications electronic filing corrected wage reports multiple W-2c records OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |