Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008581

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000555

distance 0.223 · cross-district

#2 · Nandedcell 4850008869

distance 0.241

#3 · Yavatmalcell 5000002148

distance 0.256 · cross-district

#4 · Yavatmalcell 5000002960

distance 0.265 · cross-district

#5 · Beedcell 4700000528

distance 0.266 · cross-district

#6 · Nandedcell 4850007472

distance 0.267

#7 · Washimcell 4990001392

distance 0.269 · cross-district

#8 · Hingolicell 4770000811

distance 0.275 · cross-district

#9 · Nandedcell 4850008842

distance 0.278

#10 · Yavatmalcell 5000001515

distance 0.285 · cross-district

#11 · Yavatmalcell 5000005377

distance 0.286 · cross-district

#12 · Beedcell 4700008422

distance 0.291 · cross-district

#13 · Jalnacell 4790000117

distance 0.291 · cross-district

#14 · Nandedcell 4850007264

distance 0.295

#15 · Nandedcell 4850007272

distance 0.296

#16 · Hingolicell 4770000934

distance 0.297 · cross-district

#17 · Yavatmalcell 5000001819

distance 0.297 · cross-district

#18 · Nandedcell 4850006830

distance 0.297

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":4850008581}}}'

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.