Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004953

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005336

distance 0.153

#2 · Chandrapurcell 4730006554

distance 0.16

#3 · Chandrapurcell 4730007006

distance 0.163

#4 · Chandrapurcell 4730004955

distance 0.188

#5 · Chandrapurcell 4730004766

distance 0.211

#6 · Gadchirolicell 4750007053

distance 0.219 · cross-district

#7 · Chandrapurcell 4730004864

distance 0.228

#8 · Chandrapurcell 4730005986

distance 0.236

#9 · Chandrapurcell 4730004667

distance 0.245

#10 · Chandrapurcell 4730007130

distance 0.246

#11 · Chandrapurcell 4730005338

distance 0.246

#12 · Gadchirolicell 4750011313

distance 0.247 · cross-district

#13 · Chandrapurcell 4730006672

distance 0.25

#14 · Chandrapurcell 4730007234

distance 0.254

#15 · Chandrapurcell 4730005987

distance 0.257

#16 · Chandrapurcell 4730008988

distance 0.258

#17 · Yavatmalcell 5000005789

distance 0.259 · cross-district

#18 · Chandrapurcell 4730008341

distance 0.268

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":4730004953}}}'

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.