Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004552

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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001935

distance 0.214 · cross-district

#2 · Nashikcell 4870010588

distance 0.218 · cross-district

#3 · Akolacell 4670001953

distance 0.226 · cross-district

#4 · Akolacell 4670002820

distance 0.226 · cross-district

#5 · Nandedcell 4850003312

distance 0.23

#6 · Nandedcell 4850004686

distance 0.242

#7 · Nandedcell 4850003473

distance 0.253

#8 · Akolacell 4670002900

distance 0.254 · cross-district

#9 · Nandedcell 4850001790

distance 0.255

#10 · Nashikcell 4870012233

distance 0.264 · cross-district

#11 · Nashikcell 4870012023

distance 0.265 · cross-district

#12 · Nandedcell 4850004397

distance 0.268

#13 · Akolacell 4670003358

distance 0.268 · cross-district

#14 · Beedcell 4700005572

distance 0.269 · cross-district

#15 · Nashikcell 4870011452

distance 0.27 · cross-district

#16 · Laturcell 4810003997

distance 0.271 · cross-district

#17 · Nashikcell 4870001862

distance 0.271 · cross-district

#18 · Parbhanicell 4890001697

distance 0.275 · 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":4850004552}}}'

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.