Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006859

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006972

distance 0.128

#2 · Chandrapurcell 4730006747

distance 0.15

#3 · Chandrapurcell 4730005966

distance 0.169

#4 · Gondiacell 4760000216

distance 0.171 · cross-district

#5 · Chandrapurcell 4730007198

distance 0.183

#6 · Chandrapurcell 4730006635

distance 0.186

#7 · Gondiacell 4760000352

distance 0.192 · cross-district

#8 · Chandrapurcell 4730007124

distance 0.194

#9 · Chandrapurcell 4730006973

distance 0.197

#10 · Chandrapurcell 4730005429

distance 0.197

#11 · Chandrapurcell 4730006873

distance 0.199

#12 · Gondiacell 4760000149

distance 0.201 · cross-district

#13 · Gondiacell 4760000215

distance 0.203 · cross-district

#14 · Bhandaracell 4710000297

distance 0.203 · cross-district

#15 · Chandrapurcell 4730005164

distance 0.204

#16 · Gadchirolicell 4750010975

distance 0.204 · cross-district

#17 · Bhandaracell 4710000743

distance 0.206 · cross-district

#18 · Bhandaracell 4710000251

distance 0.208 · 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":4730006859}}}'

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.