Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006427

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 5 distinct districts

Index confidence

0.91

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 · Yavatmalcell 5000004703

distance 0.194 · cross-district

#2 · Chandrapurcell 4730004106

distance 0.203

#3 · Yavatmalcell 5000008721

distance 0.21 · cross-district

#4 · Chandrapurcell 4730004685

distance 0.214

#5 · Yavatmalcell 5000004341

distance 0.227 · cross-district

#6 · Yavatmalcell 5000003816

distance 0.228 · cross-district

#7 · Chandrapurcell 4730003497

distance 0.232

#8 · Gadchirolicell 4750011931

distance 0.233 · cross-district

#9 · Yavatmalcell 5000005031

distance 0.249 · cross-district

#10 · Gadchirolicell 4750011872

distance 0.258 · cross-district

#11 · Chandrapurcell 4730005765

distance 0.263

#12 · Yavatmalcell 5000004701

distance 0.271 · cross-district

#13 · Gadchirolicell 4750010767

distance 0.272 · cross-district

#14 · Yavatmalcell 5000004094

distance 0.273 · cross-district

#15 · Chandrapurcell 4730007187

distance 0.278

#16 · Chandrapurcell 4730000711

distance 0.281

#17 · Gondiacell 4760000762

distance 0.285 · cross-district

#18 · Nandedcell 4850008494

distance 0.286 · 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":4730006427}}}'

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.