Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004081

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 9 distinct districts

Index confidence

0.91

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 · Nandedcell 4850000660

distance 0.208

#2 · Nandedcell 4850003312

distance 0.221

#3 · Hingolicell 4770001752

distance 0.234 · cross-district

#4 · Chandrapurcell 4730002622

distance 0.238 · cross-district

#5 · Washimcell 4990000761

distance 0.244 · cross-district

#6 · Nandedcell 4850006444

distance 0.248

#7 · Hingolicell 4770001089

distance 0.261 · cross-district

#8 · Yavatmalcell 5000002901

distance 0.263 · cross-district

#9 · Nandedcell 4850003473

distance 0.264

#10 · Gadchirolicell 4750002555

distance 0.267 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002140

distance 0.272 · cross-district

#12 · Nandedcell 4850004681

distance 0.274

#13 · Chandrapurcell 4730000825

distance 0.282 · cross-district

#14 · Yavatmalcell 5000001158

distance 0.283 · cross-district

#15 · Hingolicell 4770001461

distance 0.286 · cross-district

#16 · Dharashivcell 4880000691

distance 0.287 · cross-district

#17 · Hingolicell 4770000454

distance 0.288 · cross-district

#18 · Beedcell 4700004083

distance 0.289 · 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":4850004081}}}'

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.