Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005651

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001111

distance 0.221

#2 · Yavatmalcell 5000006087

distance 0.222 · cross-district

#3 · Chandrapurcell 4730005865

distance 0.239

#4 · Chandrapurcell 4730007002

distance 0.242

#5 · Gadchirolicell 4750003599

distance 0.246 · cross-district

#6 · Yavatmalcell 5000006227

distance 0.246 · cross-district

#7 · Chandrapurcell 4730005343

distance 0.248

#8 · Chandrapurcell 4730007472

distance 0.255

#9 · Yavatmalcell 5000006365

distance 0.256 · cross-district

#10 · Yavatmalcell 5000006373

distance 0.259 · cross-district

#11 · Chandrapurcell 4730005543

distance 0.261

#12 · Chandrapurcell 4730005751

distance 0.262

#13 · Chandrapurcell 4730005758

distance 0.263

#14 · Chandrapurcell 4730002614

distance 0.266

#15 · Yavatmalcell 5000005949

distance 0.266 · cross-district

#16 · Gadchirolicell 4750009675

distance 0.267 · cross-district

#17 · Yavatmalcell 5000006771

distance 0.269 · cross-district

#18 · Chandrapurcell 4730000602

distance 0.272

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":4730005651}}}'

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.