Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004327

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 10 distinct districts

Index confidence

0.92

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 4730002147

distance 0.189

#2 · Chandrapurcell 4730002212

distance 0.203

#3 · Gadchirolicell 4750005292

distance 0.212 · cross-district

#4 · Hingolicell 4770000764

distance 0.214 · cross-district

#5 · Jalgaoncell 4780004309

distance 0.215 · cross-district

#6 · Chandrapurcell 4730001388

distance 0.219

#7 · Washimcell 4990000282

distance 0.225 · cross-district

#8 · Chandrapurcell 4730000962

distance 0.227

#9 · Jalnacell 4790000809

distance 0.227 · cross-district

#10 · Nandedcell 4850006748

distance 0.228 · cross-district

#11 · Chandrapurcell 4730004326

distance 0.229

#12 · Yavatmalcell 5000009956

distance 0.229 · cross-district

#13 · Chandrapurcell 4730004808

distance 0.233

#14 · Akolacell 4670000121

distance 0.234 · cross-district

#15 · Chandrapurcell 4730001564

distance 0.234

#16 · Chandrapurcell 4730004227

distance 0.237

#17 · Nagpurcell 4840006911

distance 0.237 · cross-district

#18 · Chandrapurcell 4730002159

distance 0.238

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":4730004327}}}'

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.