Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004128

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003008

distance 0.243 · cross-district

#2 · Jalnacell 4790001800

distance 0.258 · cross-district

#3 · Akolacell 4670004242

distance 0.261 · cross-district

#4 · Chandrapurcell 4730002982

distance 0.262

#5 · Chandrapurcell 4730004036

distance 0.266

#6 · Yavatmalcell 5000001833

distance 0.271 · cross-district

#7 · Jalgaoncell 4780001656

distance 0.274 · cross-district

#8 · Chandrapurcell 4730002442

distance 0.277

#9 · Jalnacell 4790002052

distance 0.281 · cross-district

#10 · Nagpurcell 4840002794

distance 0.282 · cross-district

#11 · Akolacell 4670003857

distance 0.283 · cross-district

#12 · Solapurcell 4960006944

distance 0.284 · cross-district

#13 · Yavatmalcell 5000003995

distance 0.286 · cross-district

#14 · Solapurcell 4960004552

distance 0.286 · cross-district

#15 · Amravaticell 4680005493

distance 0.291 · cross-district

#16 · Solapurcell 4960004250

distance 0.291 · cross-district

#17 · Amravaticell 4680003125

distance 0.296 · cross-district

#18 · Parbhanicell 4890003186

distance 0.297 · 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":4730004128}}}'

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.