Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003059

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002093

distance 0.169

#2 · Beedcell 4700002380

distance 0.171

#3 · Beedcell 4700004256

distance 0.175

#4 · Solapurcell 4960000117

distance 0.176 · cross-district

#5 · Beedcell 4700003199

distance 0.183

#6 · Beedcell 4700004254

distance 0.184

#7 · Beedcell 4700004099

distance 0.188

#8 · Beedcell 4700004421

distance 0.192

#9 · Beedcell 4700003913

distance 0.196

#10 · Beedcell 4700003093

distance 0.196

#11 · Beedcell 4700002928

distance 0.198

#12 · Beedcell 4700004570

distance 0.205

#13 · Beedcell 4700004907

distance 0.206

#14 · Beedcell 4700004953

distance 0.206

#15 · Beedcell 4700002919

distance 0.209

#16 · Dhulecell 4740000573

distance 0.212 · cross-district

#17 · Beedcell 4700004756

distance 0.212

#18 · Ahmednagarcell 4660003564

distance 0.214 · 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":4700003059}}}'

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.