Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002920

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003480

distance 0.097

#2 · Chandrapurcell 4730003481

distance 0.155

#3 · Chandrapurcell 4730002795

distance 0.183

#4 · Chandrapurcell 4730001645

distance 0.19

#5 · Chandrapurcell 4730003710

distance 0.198

#6 · Jalgaoncell 4780004998

distance 0.201 · cross-district

#7 · Chandrapurcell 4730004992

distance 0.214

#8 · Gadchirolicell 4750005171

distance 0.217 · cross-district

#9 · Chandrapurcell 4730004083

distance 0.223

#10 · Solapurcell 4960011274

distance 0.226 · cross-district

#11 · Chandrapurcell 4730002516

distance 0.226

#12 · Yavatmalcell 5000002941

distance 0.229 · cross-district

#13 · Chandrapurcell 4730001978

distance 0.231

#14 · Chhatrapati Sambhajinagarcell 4690000803

distance 0.232 · cross-district

#15 · Jalgaoncell 4780004279

distance 0.234 · cross-district

#16 · Solapurcell 4960010863

distance 0.237 · cross-district

#17 · Beedcell 4700006136

distance 0.237 · cross-district

#18 · Laturcell 4810002938

distance 0.238 · 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":4730002920}}}'

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.