Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002420

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

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002547

distance 0.189

#2 · Chandrapurcell 4730006667

distance 0.226

#3 · Nagpurcell 4840004288

distance 0.236 · cross-district

#4 · Nagpurcell 4840005620

distance 0.24 · cross-district

#5 · Chandrapurcell 4730001419

distance 0.242

#6 · Chandrapurcell 4730002607

distance 0.245

#7 · Nagpurcell 4840005484

distance 0.246 · cross-district

#8 · Chandrapurcell 4730004957

distance 0.246

#9 · Nagpurcell 4840004286

distance 0.246 · cross-district

#10 · Nagpurcell 4840003119

distance 0.247 · cross-district

#11 · Chandrapurcell 4730003628

distance 0.249

#12 · Chandrapurcell 4730001192

distance 0.249

#13 · Chandrapurcell 4730006392

distance 0.253

#14 · Nagpurcell 4840005872

distance 0.253 · cross-district

#15 · Chandrapurcell 4730004956

distance 0.254

#16 · Gadchirolicell 4750008960

distance 0.26 · cross-district

#17 · Nagpurcell 4840006716

distance 0.261 · cross-district

#18 · Nagpurcell 4840003108

distance 0.263 · 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":4730002420}}}'

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.