Real ChatGPT answer · index seedIUbKGZg3a3EcompleteB2B software · AI and automation toolsinformational

How can I set up automated alerts for when our AI tool starts hallucinating or giving incorrect answers in customer chat transcripts?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I set up automated alerts for when our AI tool starts hallucinating or giving incorrect answers in customer chat transcripts?
1 real search · 1 real-search pass
LLM application production monitoring hallucination detection online evaluations groundedness tracing documentation LangSmith Arize Phoenix OpenAI evalsGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
LLM application production monitoring hallucination detection online evaluations groundedness tracing documentation LangSmith Arize Phoenix OpenAI evals Google ↗
  1. LangSmith · langchain.com
  2. Evaluation · phoenix.docs7.io
  3. Run online evals on traces · arize.com
  4. GitHub - Arize-ai/phoenix: AI Observability & Evaluation · github.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LLM application production monitoring hallucination detection online evaluations groundedness tracing documentation LangSmith Arize Phoenix OpenAI evals
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1