Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000657

The MH-36 locality cells most similar to this Nanded 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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001371

distance 0.208 · cross-district

#2 · Yavatmalcell 5000003225

distance 0.213 · cross-district

#3 · Nandedcell 4850000576

distance 0.219

#4 · Chandrapurcell 4730004229

distance 0.222 · cross-district

#5 · Amravaticell 4680006905

distance 0.225 · cross-district

#6 · Nandedcell 4850002919

distance 0.226

#7 · Washimcell 4990003431

distance 0.232 · cross-district

#8 · Jalnacell 4790000468

distance 0.239 · cross-district

#9 · Beedcell 4700007806

distance 0.244 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000977

distance 0.247 · cross-district

#11 · Nandedcell 4850001805

distance 0.247

#12 · Dharashivcell 4880001077

distance 0.251 · cross-district

#13 · Dharashivcell 4880000119

distance 0.252 · cross-district

#14 · Jalgaoncell 4780003694

distance 0.255 · cross-district

#15 · Akolacell 4670004147

distance 0.255 · cross-district

#16 · Nandedcell 4850003125

distance 0.257

#17 · Washimcell 4990001580

distance 0.257 · cross-district

#18 · Nandedcell 4850004247

distance 0.257

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":485,"cluster_id":4850000657}}}'

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.