Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009751

The MH-36 locality cells most similar to this Chandrapur 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000278

distance 0.082 · cross-district

#2 · Bhandaracell 4710000324

distance 0.117 · cross-district

#3 · Chandrapurcell 4730009658

distance 0.125

#4 · Bhandaracell 4710000497

distance 0.125 · cross-district

#5 · Bhandaracell 4710000637

distance 0.128 · cross-district

#6 · Bhandaracell 4710000186

distance 0.145 · cross-district

#7 · Chandrapurcell 4730009553

distance 0.15

#8 · Bhandaracell 4710000279

distance 0.159 · cross-district

#9 · Bhandaracell 4710000726

distance 0.162 · cross-district

#10 · Bhandaracell 4710000460

distance 0.169 · cross-district

#11 · Bhandaracell 4710000232

distance 0.176 · cross-district

#12 · Chandrapurcell 4730007456

distance 0.185

#13 · Chandrapurcell 4730009748

distance 0.185

#14 · Chandrapurcell 4730009749

distance 0.188

#15 · Bhandaracell 4710000414

distance 0.189 · cross-district

#16 · Bhandaracell 4710000808

distance 0.191 · cross-district

#17 · Chandrapurcell 4730007342

distance 0.192

#18 · Bhandaracell 4710000321

distance 0.195 · 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":473,"cluster_id":4730009751}}}'

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.