Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002686

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002567

distance 0.192

#2 · Yavatmalcell 5000002171

distance 0.209 · cross-district

#3 · Chandrapurcell 4730002222

distance 0.211

#4 · Chandrapurcell 4730002690

distance 0.213

#5 · Nandedcell 4850000704

distance 0.221 · cross-district

#6 · Chandrapurcell 4730002501

distance 0.23

#7 · Chandrapurcell 4730000875

distance 0.231

#8 · Chandrapurcell 4730002151

distance 0.233

#9 · Chandrapurcell 4730002365

distance 0.237

#10 · Chandrapurcell 4730002302

distance 0.24

#11 · Chandrapurcell 4730001392

distance 0.243

#12 · Nandedcell 4850001354

distance 0.247 · cross-district

#13 · Chandrapurcell 4730003033

distance 0.248

#14 · Chandrapurcell 4730002225

distance 0.251

#15 · Nagpurcell 4840001368

distance 0.253 · cross-district

#16 · Chandrapurcell 4730001756

distance 0.258

#17 · Yavatmalcell 5000002738

distance 0.266 · cross-district

#18 · Nandedcell 4850000903

distance 0.266 · 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":4730002686}}}'

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.