Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006364

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006251

distance 0.194

#2 · Bhandaracell 4710000077

distance 0.217 · cross-district

#3 · Chandrapurcell 4730006017

distance 0.227

#4 · Yavatmalcell 5000007953

distance 0.245 · cross-district

#5 · Gadchirolicell 4750011957

distance 0.266 · cross-district

#6 · Chandrapurcell 4730006082

distance 0.268

#7 · Nagpurcell 4840007938

distance 0.271 · cross-district

#8 · Yavatmalcell 5000003360

distance 0.272 · cross-district

#9 · Gondiacell 4760000084

distance 0.275 · cross-district

#10 · Nagpurcell 4840006626

distance 0.28 · cross-district

#11 · Yavatmalcell 5000005739

distance 0.285 · cross-district

#12 · Gadchirolicell 4750012284

distance 0.289 · cross-district

#13 · Chandrapurcell 4730004684

distance 0.29

#14 · Gadchirolicell 4750010369

distance 0.294 · cross-district

#15 · Yavatmalcell 5000006377

distance 0.294 · cross-district

#16 · Chandrapurcell 4730006016

distance 0.294

#17 · Gadchirolicell 4750011003

distance 0.295 · cross-district

#18 · Chandrapurcell 4730001844

distance 0.296

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":4730006364}}}'

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.