Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004039

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004271

distance 0.146 · cross-district

#2 · Jalgaoncell 4780005813

distance 0.178 · cross-district

#3 · Hingolicell 4770000187

distance 0.181 · cross-district

#4 · Chandrapurcell 4730002072

distance 0.187

#5 · Hingolicell 4770000659

distance 0.188 · cross-district

#6 · Chandrapurcell 4730004233

distance 0.188

#7 · Chandrapurcell 4730003851

distance 0.189

#8 · Gondiacell 4760001801

distance 0.191 · cross-district

#9 · Chandrapurcell 4730004142

distance 0.2

#10 · Akolacell 4670000137

distance 0.201 · cross-district

#11 · Yavatmalcell 5000006110

distance 0.201 · cross-district

#12 · Akolacell 4670000356

distance 0.201 · cross-district

#13 · Chandrapurcell 4730006842

distance 0.204

#14 · Yavatmalcell 5000002898

distance 0.204 · cross-district

#15 · Gondiacell 4760000056

distance 0.205 · cross-district

#16 · Chandrapurcell 4730001423

distance 0.206

#17 · Chandrapurcell 4730002358

distance 0.207

#18 · Yavatmalcell 5000002481

distance 0.208 · 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":4730004039}}}'

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.