Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002326

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005736

distance 0.172 · cross-district

#2 · Laturcell 4810005684

distance 0.197 · cross-district

#3 · Nandedcell 4850001154

distance 0.207

#4 · Nandedcell 4850001543

distance 0.218

#5 · Nandedcell 4850002622

distance 0.228

#6 · Nandedcell 4850001767

distance 0.231

#7 · Laturcell 4810002368

distance 0.232 · cross-district

#8 · Laturcell 4810005927

distance 0.24 · cross-district

#9 · Nandedcell 4850001856

distance 0.241

#10 · Laturcell 4810004229

distance 0.245 · cross-district

#11 · Laturcell 4810005400

distance 0.245 · cross-district

#12 · Laturcell 4810005769

distance 0.251 · cross-district

#13 · Laturcell 4810004327

distance 0.256 · cross-district

#14 · Laturcell 4810005987

distance 0.256 · cross-district

#15 · Laturcell 4810006124

distance 0.257 · cross-district

#16 · Solapurcell 4960010429

distance 0.263 · cross-district

#17 · Laturcell 4810006143

distance 0.269 · cross-district

#18 · Laturcell 4810002022

distance 0.27 · 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":4850002326}}}'

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.