Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004856

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003818

distance 0.134

#2 · Solapurcell 4960012115

distance 0.139 · cross-district

#3 · Ahmednagarcell 4660004206

distance 0.141 · cross-district

#4 · Ahmednagarcell 4660002662

distance 0.151 · cross-district

#5 · Ahmednagarcell 4660003516

distance 0.158 · cross-district

#6 · Solapurcell 4960012240

distance 0.158 · cross-district

#7 · Ahmednagarcell 4660002967

distance 0.16 · cross-district

#8 · Solapurcell 4960012041

distance 0.164 · cross-district

#9 · Beedcell 4700005018

distance 0.167

#10 · Ahmednagarcell 4660004205

distance 0.167 · cross-district

#11 · Beedcell 4700006873

distance 0.168

#12 · Ahmednagarcell 4660005103

distance 0.174 · cross-district

#13 · Dharashivcell 4880003428

distance 0.182 · cross-district

#14 · Ahmednagarcell 4660004700

distance 0.183 · cross-district

#15 · Beedcell 4700006747

distance 0.183

#16 · Ahmednagarcell 4660001439

distance 0.185 · cross-district

#17 · Ahmednagarcell 4660005258

distance 0.186 · cross-district

#18 · Beedcell 4700006197

distance 0.192

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":4700004856}}}'

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.