Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003343

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003636

distance 0.126

#2 · Chandrapurcell 4730003567

distance 0.147

#3 · Chandrapurcell 4730003794

distance 0.15

#4 · Chandrapurcell 4730002789

distance 0.184

#5 · Chandrapurcell 4730001290

distance 0.186

#6 · Chandrapurcell 4730003921

distance 0.187

#7 · Gadchirolicell 4750007898

distance 0.194 · cross-district

#8 · Gadchirolicell 4750007487

distance 0.195 · cross-district

#9 · Buldhanacell 4720007106

distance 0.195 · cross-district

#10 · Solapurcell 4960010939

distance 0.195 · cross-district

#11 · Chandrapurcell 4730002912

distance 0.198

#12 · Gadchirolicell 4750010375

distance 0.203 · cross-district

#13 · Gadchirolicell 4750010318

distance 0.203 · cross-district

#14 · Gadchirolicell 4750007417

distance 0.204 · cross-district

#15 · Amravaticell 4680004361

distance 0.205 · cross-district

#16 · Amravaticell 4680001151

distance 0.207 · cross-district

#17 · Yavatmalcell 5000003601

distance 0.208 · cross-district

#18 · Washimcell 4990003985

distance 0.208 · 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":4730003343}}}'

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.