Real ChatGPT answer · index seedR707ynPi5WQcompleteEducation · coding bootcampshowto

Where do bootcamp graduation success rate figures actually come from, and how are they verified against Council on Integrity in Results reporting?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Where do bootcamp graduation success rate figures actually come from, and how are they verified against Council on Integrity in Results reporting?
2 real searches · 1 real-search pass
Council on Integrity in Results Reporting CIRR outcomes reporting methodology graduation rate verification audit data definitions bootcampGoogle ↗
OBSERVEDReason
CIRR student outcomes report graduation rate completion rate verification third party audit methodologyGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%Reason50%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
Council on Integrity in Results Reporting CIRR outcomes reporting methodology graduation rate verification audit data definitions bootcamp Google ↗
CIRR student outcomes report graduation rate completion rate verification third party audit methodology Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Council on Integrity in Results Reporting CIRR outcomes reporting methodology graduation rate verification audit data definitions bootcamp
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CIRR student outcomes report graduation rate completion rate verification third party audit methodology
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1