Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003804

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002771

distance 0.155

#2 · Jalgaoncell 4780000148

distance 0.195 · cross-district

#3 · Jalgaoncell 4780000096

distance 0.213 · cross-district

#4 · Nagpurcell 4840006384

distance 0.217 · cross-district

#5 · Jalgaoncell 4780000324

distance 0.234 · cross-district

#6 · Nashikcell 4870003724

distance 0.236 · cross-district

#7 · Ahmednagarcell 4660014285

distance 0.24 · cross-district

#8 · Jalgaoncell 4780000097

distance 0.24 · cross-district

#9 · Beedcell 4700003463

distance 0.243

#10 · Chhatrapati Sambhajinagarcell 4690006656

distance 0.246 · cross-district

#11 · Nashikcell 4870007641

distance 0.248 · cross-district

#12 · Jalgaoncell 4780000260

distance 0.255 · cross-district

#13 · Jalgaoncell 4780000312

distance 0.255 · cross-district

#14 · Nashikcell 4870007228

distance 0.255 · cross-district

#15 · Ahmednagarcell 4660013060

distance 0.256 · cross-district

#16 · Jalgaoncell 4780000052

distance 0.262 · cross-district

#17 · Beedcell 4700002943

distance 0.265

#18 · Chhatrapati Sambhajinagarcell 4690006189

distance 0.265 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700003804}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.