Real ChatGPT answer · index seedhUFnesw6UsccompleteInsurance · disability insurancebrand

How does the social security offset calculation actually work when you receive both state benefits and a private Lincoln Financial policy?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the social security offset calculation actually work when you receive both state benefits and a private Lincoln Financial policy?
2 real searches · 1 real-search pass
Lincoln Financial group long term disability policy Social Security offset state disability benefits offset policy provisionsGoogle ↗
OBSERVEDConsequence
Social Security Administration disability insurance workers compensation public disability benefits offset state disability insurance SSDIGoogle ↗
OBSERVEDComparison

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)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

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
Lincoln Financial group long term disability policy Social Security offset state disability benefits offset policy provisions Google ↗
Social Security Administration disability insurance workers compensation public disability benefits offset state disability insurance SSDI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lincoln Financial group long term disability policy Social Security offset state disability benefits offset policy provisions
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Social Security Administration disability insurance workers compensation public disability benefits offset state disability insurance SSDI
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1