Real ChatGPT answer · index seed8yW0Oiz9Vi8completeFood and restaurants · grocery shoppingcommercial

Are there any specific milk expiration date extensions approved by health inspectors for commercial baking operations using ultra-pasteurized dairy?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any specific milk expiration date extensions approved by health inspectors for commercial baking operations using ultra-pasteurized dairy?
2 real searches · 1 real-search pass
FDA Food Code 2022 date marking ultra pasteurized milk opened package 3-501.17 alternative procedures varianceGoogle ↗
OBSERVEDReason
Tennessee food code date marking opened ultra pasteurized milk commercial bakery health department shelf lifeGoogle ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / 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
FDA Food Code 2022 date marking ultra pasteurized milk opened package 3-501.17 alternative procedures variance Google ↗
Tennessee food code date marking opened ultra pasteurized milk commercial bakery health department shelf life Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FDA Food Code 2022 date marking ultra pasteurized milk opened package 3-501.17 alternative procedures variance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Tennessee food code date marking opened ultra pasteurized milk commercial bakery health department shelf life
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1