Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007526

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004416

distance 0.285

#2 · Dharashivcell 4880000815

distance 0.285 · cross-district

#3 · Jalgaoncell 4780005078

distance 0.286 · cross-district

#4 · Nandedcell 4850003917

distance 0.287

#5 · Nashikcell 4870010326

distance 0.29 · cross-district

#6 · Nandedcell 4850004610

distance 0.293

#7 · Dharashivcell 4880000251

distance 0.297 · cross-district

#8 · Beedcell 4700001155

distance 0.301 · cross-district

#9 · Dharashivcell 4880000824

distance 0.304 · cross-district

#10 · Nashikcell 4870012579

distance 0.307 · cross-district

#11 · Nashikcell 4870011702

distance 0.307 · cross-district

#12 · Dharashivcell 4880001053

distance 0.311 · cross-district

#13 · Nashikcell 4870010457

distance 0.313 · cross-district

#14 · Nandedcell 4850004533

distance 0.313

#15 · Jalnacell 4790000131

distance 0.314 · cross-district

#16 · Beedcell 4700005101

distance 0.316 · cross-district

#17 · Hingolicell 4770000729

distance 0.317 · cross-district

#18 · Beedcell 4700000567

distance 0.317 · 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":4850007526}}}'

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.