Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006433

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006412

distance 0.21 · cross-district

#2 · Gondiacell 4760000136

distance 0.225 · cross-district

#3 · Yavatmalcell 5000002481

distance 0.236 · cross-district

#4 · Gadchirolicell 4750011635

distance 0.236 · cross-district

#5 · Gondiacell 4760000634

distance 0.244 · cross-district

#6 · Bhandaracell 4710000113

distance 0.245 · cross-district

#7 · Bhandaracell 4710000154

distance 0.246 · cross-district

#8 · Gondiacell 4760000271

distance 0.248 · cross-district

#9 · Gadchirolicell 4750012122

distance 0.248 · cross-district

#10 · Parbhanicell 4890000672

distance 0.254 · cross-district

#11 · Gadchirolicell 4750011899

distance 0.255 · cross-district

#12 · Chandrapurcell 4730003579

distance 0.257

#13 · Gondiacell 4760000102

distance 0.257 · cross-district

#14 · Chandrapurcell 4730002078

distance 0.258

#15 · Yavatmalcell 5000002332

distance 0.258 · cross-district

#16 · Chandrapurcell 4730007804

distance 0.258

#17 · Chandrapurcell 4730006434

distance 0.259

#18 · Gondiacell 4760000578

distance 0.262 · 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":4730006433}}}'

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.