Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001675

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002007

distance 0.221

#2 · Nagpurcell 4840005984

distance 0.223 · cross-district

#3 · Chandrapurcell 4730005386

distance 0.239

#4 · Yavatmalcell 5000002614

distance 0.254 · cross-district

#5 · Chandrapurcell 4730001921

distance 0.257

#6 · Chandrapurcell 4730002073

distance 0.258

#7 · Yavatmalcell 5000001753

distance 0.259 · cross-district

#8 · Yavatmalcell 5000005152

distance 0.262 · cross-district

#9 · Wardhacell 4980000093

distance 0.266 · cross-district

#10 · Nagpurcell 4840007099

distance 0.267 · cross-district

#11 · Chandrapurcell 4730001189

distance 0.267

#12 · Chandrapurcell 4730005078

distance 0.269

#13 · Chandrapurcell 4730001556

distance 0.27

#14 · Jalgaoncell 4780000141

distance 0.271 · cross-district

#15 · Chandrapurcell 4730002503

distance 0.274

#16 · Chandrapurcell 4730001009

distance 0.275

#17 · Gadchirolicell 4750010321

distance 0.275 · cross-district

#18 · Hingolicell 4770000508

distance 0.276 · 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":4730001675}}}'

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.