Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002392

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002323

distance 0.15

#2 · Chandrapurcell 4730001879

distance 0.153

#3 · Chandrapurcell 4730002395

distance 0.162

#4 · Chandrapurcell 4730002327

distance 0.167

#5 · Jalgaoncell 4780005218

distance 0.179 · cross-district

#6 · Nagpurcell 4840001011

distance 0.182 · cross-district

#7 · Bhandaracell 4710001617

distance 0.186 · cross-district

#8 · Nagpurcell 4840001817

distance 0.188 · cross-district

#9 · Chandrapurcell 4730002264

distance 0.189

#10 · Chandrapurcell 4730001632

distance 0.19

#11 · Chandrapurcell 4730002193

distance 0.197

#12 · Chandrapurcell 4730001957

distance 0.207

#13 · Jalgaoncell 4780005219

distance 0.208 · cross-district

#14 · Chandrapurcell 4730002045

distance 0.211

#15 · Nagpurcell 4840001004

distance 0.211 · cross-district

#16 · Nagpurcell 4840005880

distance 0.214 · cross-district

#17 · Chandrapurcell 4730002260

distance 0.214

#18 · Bhandaracell 4710000656

distance 0.216 · 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":4730002392}}}'

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.