Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004258

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004110

distance 0.094

#2 · Hingolicell 4770000213

distance 0.128 · cross-district

#3 · Nandedcell 4850003006

distance 0.141

#4 · Nandedcell 4850003891

distance 0.147

#5 · Beedcell 4700005157

distance 0.149 · cross-district

#6 · Washimcell 4990002454

distance 0.155 · cross-district

#7 · Beedcell 4700007317

distance 0.157 · cross-district

#8 · Beedcell 4700008083

distance 0.162 · cross-district

#9 · Beedcell 4700007325

distance 0.166 · cross-district

#10 · Hingolicell 4770000247

distance 0.168 · cross-district

#11 · Laturcell 4810002324

distance 0.169 · cross-district

#12 · Washimcell 4990001644

distance 0.175 · cross-district

#13 · Washimcell 4990002552

distance 0.176 · cross-district

#14 · Nandedcell 4850004179

distance 0.177

#15 · Beedcell 4700008146

distance 0.177 · cross-district

#16 · Nandedcell 4850004402

distance 0.177

#17 · Washimcell 4990001486

distance 0.18 · cross-district

#18 · Beedcell 4700007984

distance 0.183 · 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":4850004258}}}'

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.