Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002076

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002521

distance 0.129

#2 · Nandedcell 4850001384

distance 0.164

#3 · Laturcell 4810005572

distance 0.169 · cross-district

#4 · Nandedcell 4850001756

distance 0.171

#5 · Nandedcell 4850002270

distance 0.172

#6 · Nandedcell 4850002191

distance 0.179

#7 · Nandedcell 4850001333

distance 0.18

#8 · Laturcell 4810006052

distance 0.182 · cross-district

#9 · Nandedcell 4850001380

distance 0.195

#10 · Laturcell 4810006013

distance 0.201 · cross-district

#11 · Solapurcell 4960000545

distance 0.205 · cross-district

#12 · Nandedcell 4850001530

distance 0.205

#13 · Nandedcell 4850000035

distance 0.209

#14 · Laturcell 4810006031

distance 0.209 · cross-district

#15 · Laturcell 4810006022

distance 0.21 · cross-district

#16 · Laturcell 4810005675

distance 0.21 · cross-district

#17 · Nandedcell 4850001778

distance 0.211

#18 · Parbhanicell 4890000241

distance 0.216 · 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":4850002076}}}'

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.