Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007355

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008295

distance 0.085

#2 · Chandrapurcell 4730007359

distance 0.113

#3 · Chandrapurcell 4730007486

distance 0.127

#4 · Chandrapurcell 4730005673

distance 0.137

#5 · Gadchirolicell 4750009367

distance 0.143 · cross-district

#6 · Chandrapurcell 4730008355

distance 0.154

#7 · Nagpurcell 4840000032

distance 0.156 · cross-district

#8 · Chandrapurcell 4730009043

distance 0.156

#9 · Gadchirolicell 4750011376

distance 0.159 · cross-district

#10 · Gadchirolicell 4750011242

distance 0.16 · cross-district

#11 · Chandrapurcell 4730006124

distance 0.163

#12 · Bhandaracell 4710000817

distance 0.169 · cross-district

#13 · Chandrapurcell 4730006689

distance 0.174

#14 · Bhandaracell 4710000607

distance 0.179 · cross-district

#15 · Bhandaracell 4710000521

distance 0.181 · cross-district

#16 · Chandrapurcell 4730005353

distance 0.182

#17 · Chandrapurcell 4730006796

distance 0.186

#18 · Bhandaracell 4710001327

distance 0.187 · 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":4730007355}}}'

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.