Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004384

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005610

distance 0.146

#2 · Nandedcell 4850004794

distance 0.157

#3 · Laturcell 4810006166

distance 0.162 · cross-district

#4 · Nandedcell 4850005535

distance 0.164

#5 · Parbhanicell 4890001617

distance 0.167 · cross-district

#6 · Nandedcell 4850004729

distance 0.17

#7 · Nandedcell 4850005398

distance 0.175

#8 · Nandedcell 4850006255

distance 0.176

#9 · Laturcell 4810006152

distance 0.178 · cross-district

#10 · Laturcell 4810005437

distance 0.178 · cross-district

#11 · Nandedcell 4850000979

distance 0.184

#12 · Laturcell 4810002925

distance 0.186 · cross-district

#13 · Parbhanicell 4890000780

distance 0.192 · cross-district

#14 · Nandedcell 4850005930

distance 0.193

#15 · Hingolicell 4770000173

distance 0.194 · cross-district

#16 · Hingolicell 4770000076

distance 0.194 · cross-district

#17 · Parbhanicell 4890000350

distance 0.195 · cross-district

#18 · Laturcell 4810005586

distance 0.196 · 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":4850004384}}}'

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.