Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008381

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007928

distance 0.111

#2 · Chandrapurcell 4730007708

distance 0.155

#3 · Gadchirolicell 4750009923

distance 0.155 · cross-district

#4 · Bhandaracell 4710001772

distance 0.162 · cross-district

#5 · Chandrapurcell 4730009280

distance 0.167

#6 · Chandrapurcell 4730008466

distance 0.167

#7 · Chandrapurcell 4730008306

distance 0.171

#8 · Gadchirolicell 4750009858

distance 0.174 · cross-district

#9 · Chandrapurcell 4730008120

distance 0.176

#10 · Chandrapurcell 4730008305

distance 0.177

#11 · Chandrapurcell 4730007711

distance 0.179

#12 · Bhandaracell 4710001471

distance 0.183 · cross-district

#13 · Chandrapurcell 4730008026

distance 0.183

#14 · Bhandaracell 4710001522

distance 0.185 · cross-district

#15 · Bhandaracell 4710001521

distance 0.186 · cross-district

#16 · Chandrapurcell 4730007709

distance 0.187

#17 · Gadchirolicell 4750011173

distance 0.189 · cross-district

#18 · Bhandaracell 4710001236

distance 0.194 · 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":4730008381}}}'

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.