Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004977

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009163

distance 0.166

#2 · Chandrapurcell 4730005363

distance 0.168

#3 · Chandrapurcell 4730004968

distance 0.169

#4 · Chandrapurcell 4730007460

distance 0.173

#5 · Chandrapurcell 4730008836

distance 0.182

#6 · Chandrapurcell 4730008367

distance 0.182

#7 · Gadchirolicell 4750009242

distance 0.184 · cross-district

#8 · Chandrapurcell 4730009316

distance 0.184

#9 · Chandrapurcell 4730008760

distance 0.185

#10 · Nagpurcell 4840000413

distance 0.188 · cross-district

#11 · Chandrapurcell 4730007575

distance 0.188

#12 · Chandrapurcell 4730005784

distance 0.189

#13 · Chandrapurcell 4730009051

distance 0.189

#14 · Chandrapurcell 4730008503

distance 0.191

#15 · Bhandaracell 4710000398

distance 0.193 · cross-district

#16 · Chandrapurcell 4730009249

distance 0.193

#17 · Chandrapurcell 4730009221

distance 0.194

#18 · Chandrapurcell 4730004666

distance 0.195

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":4730004977}}}'

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.