Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008896

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840007162

distance 0.165 · cross-district

#2 · Yavatmalcell 5000000890

distance 0.192 · cross-district

#3 · Yavatmalcell 5000000937

distance 0.22 · cross-district

#4 · Yavatmalcell 5000005562

distance 0.222 · cross-district

#5 · Amravaticell 4680008093

distance 0.226 · cross-district

#6 · Nandedcell 4850007377

distance 0.227

#7 · Beedcell 4700008628

distance 0.23 · cross-district

#8 · Nandedcell 4850007694

distance 0.239

#9 · Beedcell 4700005610

distance 0.239 · cross-district

#10 · Beedcell 4700008690

distance 0.242 · cross-district

#11 · Nagpurcell 4840007646

distance 0.243 · cross-district

#12 · Beedcell 4700008151

distance 0.244 · cross-district

#13 · Buldhanacell 4720002093

distance 0.245 · cross-district

#14 · Jalgaoncell 4780000932

distance 0.246 · cross-district

#15 · Jalgaoncell 4780001194

distance 0.256 · cross-district

#16 · Beedcell 4700007489

distance 0.256 · cross-district

#17 · Beedcell 4700007317

distance 0.258 · cross-district

#18 · Amravaticell 4680008817

distance 0.261 · 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":485,"cluster_id":4850008896}}}'

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.