Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002803

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.492

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003958

distance 0.492 · cross-district

#2 · Kolhapurcell 4800004333

distance 0.544 · cross-district

#3 · Nandedcell 4850004865

distance 0.634

#4 · Beedcell 4700001054

distance 0.651 · cross-district

#5 · Solapurcell 4960005001

distance 0.721 · cross-district

#6 · Chandrapurcell 4730003182

distance 0.762 · cross-district

#7 · Nagpurcell 4840006481

distance 0.788 · cross-district

#8 · Kolhapurcell 4800004332

distance 0.797 · cross-district

#9 · Thanecell 4970000959

distance 0.812 · cross-district

#10 · Jalgaoncell 4780005336

distance 0.862 · cross-district

#11 · Nandedcell 4850004864

distance 0.87

#12 · Thanecell 4970000802

distance 0.898 · cross-district

#13 · Thanecell 4970000001

distance 0.903 · cross-district

#14 · Thanecell 4970000877

distance 0.905 · cross-district

#15 · Solapurcell 4960004753

distance 0.906 · cross-district

#16 · Sataracell 4940000833

distance 0.913 · cross-district

#17 · Dharashivcell 4880000700

distance 0.916 · cross-district

#18 · Gadchirolicell 4750009105

distance 0.941 · 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":4850002803}}}'

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.