Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008464

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008468

distance 0.121

#2 · Nandedcell 4850008570

distance 0.129

#3 · Nagpurcell 4840007267

distance 0.156 · cross-district

#4 · Nagpurcell 4840006424

distance 0.163 · cross-district

#5 · Nagpurcell 4840006538

distance 0.175 · cross-district

#6 · Nagpurcell 4840007356

distance 0.178 · cross-district

#7 · Buldhanacell 4720001841

distance 0.179 · cross-district

#8 · Nandedcell 4850008546

distance 0.186

#9 · Nagpurcell 4840006410

distance 0.187 · cross-district

#10 · Nagpurcell 4840007268

distance 0.189 · cross-district

#11 · Buldhanacell 4720001716

distance 0.19 · cross-district

#12 · Buldhanacell 4720002546

distance 0.192 · cross-district

#13 · Nandedcell 4850008413

distance 0.192

#14 · Nagpurcell 4840006636

distance 0.192 · cross-district

#15 · Nagpurcell 4840007154

distance 0.193 · cross-district

#16 · Buldhanacell 4720002610

distance 0.194 · cross-district

#17 · Beedcell 4700008887

distance 0.195 · cross-district

#18 · Nandedcell 4850008599

distance 0.199

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":4850008464}}}'

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.