Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003511

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003745

distance 0.184

#2 · Chandrapurcell 4730003008

distance 0.188

#3 · Jalgaoncell 4780003073

distance 0.201 · cross-district

#4 · Gadchirolicell 4750011316

distance 0.216 · cross-district

#5 · Chandrapurcell 4730004204

distance 0.219

#6 · Chandrapurcell 4730004197

distance 0.222

#7 · Chandrapurcell 4730008839

distance 0.223

#8 · Chandrapurcell 4730003757

distance 0.224

#9 · Chandrapurcell 4730002875

distance 0.225

#10 · Chandrapurcell 4730006899

distance 0.228

#11 · Gadchirolicell 4750010515

distance 0.229 · cross-district

#12 · Jalgaoncell 4780002561

distance 0.236 · cross-district

#13 · Gadchirolicell 4750011451

distance 0.237 · cross-district

#14 · Chandrapurcell 4730004391

distance 0.237

#15 · Chandrapurcell 4730003500

distance 0.24

#16 · Chandrapurcell 4730004214

distance 0.244

#17 · Gadchirolicell 4750011586

distance 0.244 · cross-district

#18 · Chandrapurcell 4730008761

distance 0.244

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":4730003511}}}'

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.