Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007177

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850007320

distance 0.222

#2 · Beedcell 4700004221

distance 0.265 · cross-district

#3 · Nandedcell 4850007618

distance 0.272

#4 · Nandedcell 4850008925

distance 0.283

#5 · Nagpurcell 4840007643

distance 0.29 · cross-district

#6 · Nandedcell 4850008510

distance 0.291

#7 · Nandedcell 4850007570

distance 0.292

#8 · Nandedcell 4850007443

distance 0.292

#9 · Nandedcell 4850007242

distance 0.296

#10 · Beedcell 4700005066

distance 0.297 · cross-district

#11 · Yavatmalcell 5000001056

distance 0.307 · cross-district

#12 · Nandedcell 4850008460

distance 0.308

#13 · Nagpurcell 4840006540

distance 0.312 · cross-district

#14 · Parbhanicell 4890003278

distance 0.312 · cross-district

#15 · Washimcell 4990003189

distance 0.316 · cross-district

#16 · Nandedcell 4850006640

distance 0.316

#17 · Beedcell 4700007493

distance 0.319 · cross-district

#18 · Sanglicell 4930003967

distance 0.322 · 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":4850007177}}}'

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.