Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008378

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

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008527

distance 0.142

#2 · Chandrapurcell 4730007587

distance 0.148

#3 · Chandrapurcell 4730008762

distance 0.156

#4 · Chandrapurcell 4730008985

distance 0.157

#5 · Chandrapurcell 4730007584

distance 0.162

#6 · Gadchirolicell 4750009206

distance 0.167 · cross-district

#7 · Yavatmalcell 5000006894

distance 0.177 · cross-district

#8 · Chandrapurcell 4730007474

distance 0.18

#9 · Chandrapurcell 4730007586

distance 0.183

#10 · Chandrapurcell 4730008376

distance 0.184

#11 · Chandrapurcell 4730008610

distance 0.184

#12 · Chandrapurcell 4730005465

distance 0.185

#13 · Chandrapurcell 4730008532

distance 0.186

#14 · Chandrapurcell 4730007322

distance 0.187

#15 · Chandrapurcell 4730008294

distance 0.187

#16 · Chandrapurcell 4730007805

distance 0.189

#17 · Wardhacell 4980000606

distance 0.189 · cross-district

#18 · Chandrapurcell 4730008442

distance 0.189

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":4730008378}}}'

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.