Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006708

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006634

distance 0.18

#2 · Nandedcell 4850006709

distance 0.199

#3 · Chandrapurcell 4730000467

distance 0.236 · cross-district

#4 · Nandedcell 4850006400

distance 0.241

#5 · Nandedcell 4850008169

distance 0.264

#6 · Nandedcell 4850007315

distance 0.277

#7 · Nandedcell 4850003175

distance 0.278

#8 · Yavatmalcell 5000000604

distance 0.281 · cross-district

#9 · Nandedcell 4850008910

distance 0.284

#10 · Gadchirolicell 4750001373

distance 0.285 · cross-district

#11 · Nandedcell 4850008115

distance 0.291

#12 · Chhatrapati Sambhajinagarcell 4690001749

distance 0.291 · cross-district

#13 · Hingolicell 4770000002

distance 0.293 · cross-district

#14 · Nandedcell 4850008732

distance 0.294

#15 · Hingolicell 4770000071

distance 0.295 · cross-district

#16 · Gadchirolicell 4750001279

distance 0.295 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002545

distance 0.296 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002437

distance 0.297 · 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":4850006708}}}'

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.