Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003891

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

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660013954

distance 0.231 · cross-district

#2 · Ahmednagarcell 4660014032

distance 0.238 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690001924

distance 0.241 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000302

distance 0.249 · cross-district

#5 · Ahmednagarcell 4660011404

distance 0.25 · cross-district

#6 · Ahmednagarcell 4660013174

distance 0.253 · cross-district

#7 · Ahmednagarcell 4660007163

distance 0.256 · cross-district

#8 · Ahmednagarcell 4660003122

distance 0.257 · cross-district

#9 · Ahmednagarcell 4660012532

distance 0.26 · cross-district

#10 · Sataracell 4940000990

distance 0.261 · cross-district

#11 · Beedcell 4700005401

distance 0.262

#12 · Ahmednagarcell 4660013378

distance 0.263 · cross-district

#13 · Nandedcell 4850005674

distance 0.266 · cross-district

#14 · Solapurcell 4960005310

distance 0.269 · cross-district

#15 · Ahmednagarcell 4660014279

distance 0.269 · cross-district

#16 · Beedcell 4700008952

distance 0.27

#17 · Beedcell 4700002183

distance 0.281

#18 · Chhatrapati Sambhajinagarcell 4690001652

distance 0.281 · 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":4700003891}}}'

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.