Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008528

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008776

distance 0.138

#2 · Yavatmalcell 5000000174

distance 0.159 · cross-district

#3 · Nandedcell 4850008875

distance 0.167

#4 · Nandedcell 4850008729

distance 0.173

#5 · Yavatmalcell 5000002410

distance 0.177 · cross-district

#6 · Yavatmalcell 5000002536

distance 0.178 · cross-district

#7 · Yavatmalcell 5000000040

distance 0.18 · cross-district

#8 · Nandedcell 4850007075

distance 0.181

#9 · Nandedcell 4850008478

distance 0.182

#10 · Nandedcell 4850008580

distance 0.184

#11 · Nandedcell 4850008928

distance 0.185

#12 · Yavatmalcell 5000000802

distance 0.186 · cross-district

#13 · Yavatmalcell 5000000068

distance 0.186 · cross-district

#14 · Yavatmalcell 5000000925

distance 0.187 · cross-district

#15 · Yavatmalcell 5000006144

distance 0.189 · cross-district

#16 · Yavatmalcell 5000000140

distance 0.19 · cross-district

#17 · Nandedcell 4850008438

distance 0.191

#18 · Yavatmalcell 5000000582

distance 0.192 · 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":4850008528}}}'

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.