Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008769

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000529

distance 0.18 · cross-district

#2 · Chandrapurcell 4730008918

distance 0.188

#3 · Chandrapurcell 4730006023

distance 0.195

#4 · Bhandaracell 4710001667

distance 0.195 · cross-district

#5 · Chandrapurcell 4730008844

distance 0.201

#6 · Gadchirolicell 4750009857

distance 0.203 · cross-district

#7 · Chandrapurcell 4730008989

distance 0.203

#8 · Chandrapurcell 4730006695

distance 0.203

#9 · Gadchirolicell 4750011922

distance 0.204 · cross-district

#10 · Chandrapurcell 4730006806

distance 0.204

#11 · Chandrapurcell 4730005966

distance 0.206

#12 · Gadchirolicell 4750009995

distance 0.21 · cross-district

#13 · Bhandaracell 4710001719

distance 0.211 · cross-district

#14 · Chandrapurcell 4730007327

distance 0.211

#15 · Bhandaracell 4710000892

distance 0.212 · cross-district

#16 · Bhandaracell 4710001566

distance 0.212 · cross-district

#17 · Bhandaracell 4710001567

distance 0.213 · cross-district

#18 · Chandrapurcell 4730008807

distance 0.213

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":4730008769}}}'

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.