Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005836

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006068

distance 0.257

#2 · Beedcell 4700005802

distance 0.295 · cross-district

#3 · Nandedcell 4850006249

distance 0.299

#4 · Nandedcell 4850006950

distance 0.303

#5 · Beedcell 4700003148

distance 0.305 · cross-district

#6 · Sataracell 4940001236

distance 0.306 · cross-district

#7 · Nandedcell 4850006875

distance 0.307

#8 · Nandedcell 4850005829

distance 0.311

#9 · Sataracell 4940000758

distance 0.316 · cross-district

#10 · Kolhapurcell 4800000379

distance 0.316 · cross-district

#11 · Yavatmalcell 5000000937

distance 0.318 · cross-district

#12 · Parbhanicell 4890003147

distance 0.318 · cross-district

#13 · Kolhapurcell 4800001080

distance 0.319 · cross-district

#14 · Nashikcell 4870000807

distance 0.319 · cross-district

#15 · Kolhapurcell 4800002833

distance 0.32 · cross-district

#16 · Nandedcell 4850007666

distance 0.322

#17 · Akolacell 4670003689

distance 0.323 · cross-district

#18 · Solapurcell 4960004976

distance 0.324 · 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":4850005836}}}'

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.