Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004251

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007413

distance 0.154 · cross-district

#2 · Nandedcell 4850004113

distance 0.16

#3 · Beedcell 4700008278

distance 0.164 · cross-district

#4 · Beedcell 4700008715

distance 0.164 · cross-district

#5 · Beedcell 4700000253

distance 0.166 · cross-district

#6 · Beedcell 4700001089

distance 0.169 · cross-district

#7 · Beedcell 4700003445

distance 0.169 · cross-district

#8 · Beedcell 4700000906

distance 0.172 · cross-district

#9 · Jalnacell 4790000970

distance 0.176 · cross-district

#10 · Beedcell 4700008723

distance 0.177 · cross-district

#11 · Nandedcell 4850003100

distance 0.179

#12 · Beedcell 4700001213

distance 0.181 · cross-district

#13 · Laturcell 4810005968

distance 0.181 · cross-district

#14 · Beedcell 4700008540

distance 0.182 · cross-district

#15 · Laturcell 4810005270

distance 0.184 · cross-district

#16 · Beedcell 4700007798

distance 0.185 · cross-district

#17 · Nandedcell 4850004322

distance 0.186

#18 · Nandedcell 4850003286

distance 0.187

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":4850004251}}}'

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.