Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001441

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000729

distance 0.173

#2 · Chandrapurcell 4730001073

distance 0.194

#3 · Nagpurcell 4840000440

distance 0.195 · cross-district

#4 · Chandrapurcell 4730001622

distance 0.195

#5 · Jalgaoncell 4780004500

distance 0.205 · cross-district

#6 · Jalgaoncell 4780007092

distance 0.214 · cross-district

#7 · Gadchirolicell 4750009736

distance 0.215 · cross-district

#8 · Jalgaoncell 4780004039

distance 0.216 · cross-district

#9 · Chandrapurcell 4730009313

distance 0.217

#10 · Chandrapurcell 4730000885

distance 0.217

#11 · Bhandaracell 4710001562

distance 0.218 · cross-district

#12 · Jalgaoncell 4780006811

distance 0.22 · cross-district

#13 · Nagpurcell 4840004206

distance 0.22 · cross-district

#14 · Chandrapurcell 4730002660

distance 0.223

#15 · Gadchirolicell 4750009927

distance 0.224 · cross-district

#16 · Chandrapurcell 4730009376

distance 0.227

#17 · Yavatmalcell 5000004315

distance 0.229 · cross-district

#18 · Chandrapurcell 4730001242

distance 0.229

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":4730001441}}}'

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.