Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004425

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004249

distance 0.148

#2 · Beedcell 4700004216

distance 0.191

#3 · Beedcell 4700004577

distance 0.199

#4 · Ahmednagarcell 4660010547

distance 0.204 · cross-district

#5 · Beedcell 4700005663

distance 0.21

#6 · Ahmednagarcell 4660007924

distance 0.218 · cross-district

#7 · Ahmednagarcell 4660004921

distance 0.225 · cross-district

#8 · Ahmednagarcell 4660008217

distance 0.226 · cross-district

#9 · Beedcell 4700005665

distance 0.233

#10 · Beedcell 4700004247

distance 0.24

#11 · Beedcell 4700003386

distance 0.243

#12 · Beedcell 4700002883

distance 0.243

#13 · Beedcell 4700003230

distance 0.245

#14 · Beedcell 4700004272

distance 0.247

#15 · Beedcell 4700006615

distance 0.248

#16 · Beedcell 4700004382

distance 0.248

#17 · Jalgaoncell 4780010024

distance 0.249 · cross-district

#18 · Ahmednagarcell 4660008692

distance 0.249 · 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":4700004425}}}'

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.