Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009701

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008428

distance 0.146

#2 · Chandrapurcell 4730009602

distance 0.146

#3 · Bhandaracell 4710000218

distance 0.17 · cross-district

#4 · Chandrapurcell 4730009028

distance 0.171

#5 · Chandrapurcell 4730009165

distance 0.175

#6 · Chandrapurcell 4730008154

distance 0.18

#7 · Chandrapurcell 4730009099

distance 0.187

#8 · Wardhacell 4980000921

distance 0.191 · cross-district

#9 · Chandrapurcell 4730009349

distance 0.193

#10 · Chandrapurcell 4730008090

distance 0.194

#11 · Chandrapurcell 4730008862

distance 0.195

#12 · Chandrapurcell 4730008479

distance 0.196

#13 · Chandrapurcell 4730009434

distance 0.197

#14 · Chandrapurcell 4730008863

distance 0.198

#15 · Chandrapurcell 4730008951

distance 0.199

#16 · Chandrapurcell 4730009288

distance 0.2

#17 · Bhandaracell 4710000227

distance 0.2 · cross-district

#18 · Chandrapurcell 4730008957

distance 0.2

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":4730009701}}}'

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.