Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003716

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750007354

distance 0.2 · cross-district

#2 · Akolacell 4670004593

distance 0.211 · cross-district

#3 · Chandrapurcell 4730008281

distance 0.214

#4 · Chandrapurcell 4730003801

distance 0.22

#5 · Nandedcell 4850000047

distance 0.222 · cross-district

#6 · Gadchirolicell 4750008355

distance 0.226 · cross-district

#7 · Gadchirolicell 4750007343

distance 0.226 · cross-district

#8 · Chandrapurcell 4730001986

distance 0.234

#9 · Buldhanacell 4720004278

distance 0.236 · cross-district

#10 · Gadchirolicell 4750006689

distance 0.237 · cross-district

#11 · Amravaticell 4680005903

distance 0.243 · cross-district

#12 · Wardhacell 4980003234

distance 0.245 · cross-district

#13 · Gadchirolicell 4750009684

distance 0.249 · cross-district

#14 · Chandrapurcell 4730001981

distance 0.249

#15 · Yavatmalcell 5000003286

distance 0.25 · cross-district

#16 · Gadchirolicell 4750007809

distance 0.25 · cross-district

#17 · Chandrapurcell 4730003718

distance 0.251

#18 · Chandrapurcell 4730003649

distance 0.251

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":4730003716}}}'

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.