Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002114

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001153

distance 0.224

#2 · Chandrapurcell 4730003514

distance 0.231

#3 · Chandrapurcell 4730004710

distance 0.232

#4 · Chandrapurcell 4730001780

distance 0.238

#5 · Chandrapurcell 4730000700

distance 0.238

#6 · Chandrapurcell 4730002113

distance 0.241

#7 · Bhandaracell 4710000210

distance 0.241 · cross-district

#8 · Chandrapurcell 4730001555

distance 0.241

#9 · Gondiacell 4760003089

distance 0.245 · cross-district

#10 · Chandrapurcell 4730001739

distance 0.245

#11 · Chandrapurcell 4730001819

distance 0.246

#12 · Gadchirolicell 4750008857

distance 0.246 · cross-district

#13 · Nagpurcell 4840000827

distance 0.251 · cross-district

#14 · Bhandaracell 4710000085

distance 0.254 · cross-district

#15 · Nagpurcell 4840001734

distance 0.258 · cross-district

#16 · Nagpurcell 4840006379

distance 0.259 · cross-district

#17 · Gadchirolicell 4750008909

distance 0.259 · cross-district

#18 · Chandrapurcell 4730001557

distance 0.261

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":4730002114}}}'

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.