Real ChatGPT answer · index seediTtFjbufa8wcompleteB2B software · HR and payroll softwarehowto

How do I fix this annoying W-2 form parsing error in our payroll software where the social security number field keeps getting flagged as invalid for three of our remote contractors?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I fix this annoying W-2 form parsing error in our payroll software where the social security number field keeps getting flagged as invalid for three of our remote contractors?
3 real searches · 1 real-search pass
IRS W-2 instructions social security number format name SSN mismatch employer officialGoogle ↗
OBSERVEDInstruction
IRS independent contractors Form 1099-NEC versus employees W-2 officialGoogle ↗
OBSERVEDComparison
SSA employer W-2 SSN verification service name control officialGoogle ↗
OBSERVEDDefinition

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 / navigationalComparison33%ConsequenceReasonDefinition33%Instruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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 W-2 instructions social security number format name SSN mismatch employer official Google ↗
IRS independent contractors Form 1099-NEC versus employees W-2 official Google ↗
SSA employer W-2 SSN verification service name control official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS W-2 instructions social security number format name SSN mismatch employer official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
IRS independent contractors Form 1099-NEC versus employees W-2 official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SSA employer W-2 SSN verification service name control official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1