When the induction loop proposes a new vocabulary term, it now records
which sampled call(s) most likely produced the suggestion. Admins see
a collapsible "▶ source" player under each pending term showing the
audio clip and transcript, so they can hear what was actually said
before approving or dismissing.
- vocabulary_learner: track sampled call docs, attach source_call_ids
to each pending term via word-overlap search with fallback
- types: VocabularyPendingTerm.source_call_ids?: string[]
- c2api: add getCall(id) using existing GET /calls/{call_id} endpoint
- VocabularyPanel: SourceCallPlayer component — lazy-loads call on
first expand, shows audio controls + transcript snippet
The package consistently throws 'L.GridLayer.GoogleMutant is not a constructor'
due to L-instance conflicts in the webpack bundle, despite multiple workaround
attempts. Removed package, transpilePackages entry, type stub, env var, and all
related component code. Traffic overlay dropped; geocoding (backend) unaffected.
Fit and traffic buttons were hidden behind the legend at bottom-right.
Moved both into a column group at top-left below the zoom controls,
where there is clear unobstructed space. Replaced emoji with TRF text label.
Replace static import + createLayerComponent approach with dynamic import()
inside a useEffect, which ensures leaflet.gridlayer.googlemutant augments the
same L instance that's active at runtime. Add loading=async to Maps JS script.
Traffic is now toggled via a dedicated button (green when active) rather than
LayersControl, bypassing the react-leaflet layer lifecycle that caused the
constructor conflict.
Add leaflet-google-mutant@0.16.0 (exact/locked version) as a proper bridge
between the Google Maps JavaScript API and Leaflet. The old mt{s}.google.com
tile URL approach was unofficial and produced empty tiles.
Traffic layer now renders via createLayerComponent + googleMutant, loaded only
after the Maps JS API script is injected and ready (keyed off NEXT_PUBLIC_GOOGLE_MAPS_API_KEY).
Added leaflet-google-mutant to transpilePackages in next.config.mjs.
Switch geocoding from Nominatim to Google Maps Geocoding API for accurate
local place name resolution (bounds-biased, with 25km distance rejection guard).
Remove the now-unused _get_node_place reverse-geocoder and _node_place_cache.
Map page (TOC improvements):
- Weather radar tiles auto-refresh every 5 minutes via radarEpoch key cycling
- Google Maps traffic overlay added to LayersControl
- Live 24h clock overlay at bottom-left for situational awareness
- Incident sidebar cards now show age (time since dispatch) and unit count
_call_fits_incident now returns (bool, signal_str) so each correlation
decision records exactly what evidence fired: unit_overlap, vehicle_overlap,
location_proximity, time_fallback, tactical_default, or the corresponding
false-return variants (unit_loc_conflict, content_divergence, etc.).
- corr_fit_signal and corr_matched_units written to call docs for
fast/single and fast/disambig paths
- Admin debug endpoint exposes the new fields in calls_detail
- Orphan section adds orphans_by_talkgroup summary (count, no-type count,
sweep-exhausted count per TGID) and raises orphan limit 100 → 250
- Admin page shows corr_path and fit_signal distribution panels above raw
JSON; time_fallback highlighted in yellow as a diagnostic marker
No correlation logic changed — diagnostic data only.
- Move incident panel to left side (was topright, conflicting with LayersControl)
- Move legend to bottom-right, raise auto-fit button to clear it
- Tighten fan card step 7→5px for closer grouping
- Geocoding: remove bounded=1 hard clip, widen bias radius 0.1°→0.5° (~55km)
so addresses like "34 Carlton Drive" resolve outside the node's immediate area
Map (MapView.tsx):
- Fan/hand-of-cards marker clustering: groups nearby markers by pixel
proximity (union-find), renders as rotated color cards showing all types
- Pulsing ring CSS animation on recording nodes (pulse-ring keyframe)
- Live incident overlay panel — right sidebar (desktop) / bottom drawer (mobile),
clickable to flyTo incident location
- Auto-fit button (⤢) fits all markers in view with fitBounds
- "Live · Xs ago" timestamp badge (refreshes every 10s)
- Weather Radar layer (NEXRAD via Iowa Env Mesonet, no API key)
- ADS-B + Meshtastic placeholder layers (off by default)
Map page (map/page.tsx):
- Fullscreen / kiosk toggle: fixed z-50 overlay covers nav, map fills viewport
- lastUpdated tracking passed to MapView for Live timestamp
Systems page (systems/page.tsx):
- Duplicate System button: opens form pre-filled with Copy of <name>
- RadioReference HTML import: file upload → DOMParser validates .rrlblue
structure, parses talkgroup categories, modal lets user select which
categories to import, auto-maps RR tags to local tags (law→police, etc.)
incident_correlator.py — full rewrite: always runs on every call, fetches all active incidents cross-type, fast path collects all talkgroup matches and disambiguates by unit/vehicle overlap → location proximity → embedding, new location proximity path, slow path requires location corroboration, "Auto:" stripped from titles, "auto-generated" tag added, units/vehicles now accumulated on update
intelligence.py — resolved field in GPT schema, returned as 5th value
upload.py — both pipelines unpack 5-tuple, always call correlate, auto-resolve on resolved=True
summarizer.py — stale sweep runs each tick, resolves incidents idle for 90+ minutes
config.py — correlation_window_hours=2, embedding_similarity_threshold=0.93, location_proximity_km=0.5, incident_auto_resolve_minutes=90
Logan