Real ChatGPT answer · index seed3L6B22l85yEcompleteTelecom and utilities · 5G and coverageinformational

Are there any open-source utilities that allow me to log cellular tower handoffs and signal degradation over a sustained period on Android

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any open-source utilities that allow me to log cellular tower handoffs and signal degradation over a sustained period on Android
3 real searches · 1 real-search pass
open source Android app log cellular tower handoffs signal strength long term GitHub F-DroidGoogle ↗
OBSERVEDReason
Android open source cell tower logger signal strength history handover app GitHubGoogle ↗
OBSERVEDOther / navigational
Android TelephonyManager signal strength cell identity callbacks logging app open source githubGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
open source Android app log cellular tower handoffs signal strength long term GitHub F-Droid Google ↗
Android open source cell tower logger signal strength history handover app GitHub Google ↗
Android TelephonyManager signal strength cell identity callbacks logging app open source github Google ↗
  1. GitHub source code · github.com
  2. F-Droid listing · fdroid.gitlab.io
  3. GitHub source code · github.com
  4. F-Droid listing · f-droid.org
  5. GitHub source code · github.com
  6. GitHub source code · github.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source Android app log cellular tower handoffs signal strength long term GitHub F-Droid
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Android open source cell tower logger signal strength history handover app GitHub
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Android TelephonyManager signal strength cell identity callbacks logging app open source github
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1