Real ChatGPT answer · index seeds4iq1rGqacocompleteReal estate · new constructionhowto

How do I resolve a discrepancy between my HVAC contractor Manual J load calculation and the local building department energy compliance report?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I resolve a discrepancy between my HVAC contractor Manual J load calculation and the local building department energy compliance report?
2 real searches · 1 real-search pass
ACCA Manual J load calculation Manual S official guidance energy code compliance report REScheck discrepancy building departmentGoogle ↗
OBSERVEDInstruction
Department of Energy REScheck energy code compliance software envelope compliance not HVAC load calculationGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

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

ChatGPT2 real searches · gpt-6
ACCA Manual J load calculation Manual S official guidance energy code compliance report REScheck discrepancy building department Google ↗
Department of Energy REScheck energy code compliance software envelope compliance not HVAC load calculation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ACCA Manual J load calculation Manual S official guidance energy code compliance report REScheck discrepancy building department
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Department of Energy REScheck energy code compliance software envelope compliance not HVAC load calculation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1