Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005973

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 · Gondiacell 4760000241

distance 0.166 · cross-district

#2 · Chandrapurcell 4730006209

distance 0.168

#3 · Gadchirolicell 4750011773

distance 0.177 · cross-district

#4 · Chandrapurcell 4730007232

distance 0.184

#5 · Chandrapurcell 4730005641

distance 0.197

#6 · Chandrapurcell 4730008399

distance 0.199

#7 · Gondiacell 4760000239

distance 0.205 · cross-district

#8 · Bhandaracell 4710000243

distance 0.205 · cross-district

#9 · Chandrapurcell 4730007458

distance 0.211

#10 · Chandrapurcell 4730008401

distance 0.211

#11 · Gondiacell 4760000212

distance 0.211 · cross-district

#12 · Chandrapurcell 4730009311

distance 0.211

#13 · Chandrapurcell 4730008637

distance 0.211

#14 · Chandrapurcell 4730008322

distance 0.214

#15 · Gondiacell 4760000273

distance 0.214 · cross-district

#16 · Gondiacell 4760000306

distance 0.215 · cross-district

#17 · Gadchirolicell 4750011107

distance 0.216 · cross-district

#18 · Chandrapurcell 4730007114

distance 0.216

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":4730005973}}}'

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.