Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002878

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

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002790

distance 0.17

#2 · Nandedcell 4850002605

distance 0.17

#3 · Beedcell 4700001507

distance 0.179 · cross-district

#4 · Laturcell 4810005894

distance 0.181 · cross-district

#5 · Nandedcell 4850001160

distance 0.183

#6 · Laturcell 4810005988

distance 0.184 · cross-district

#7 · Nandedcell 4850001558

distance 0.189

#8 · Parbhanicell 4890000187

distance 0.195 · cross-district

#9 · Laturcell 4810005578

distance 0.196 · cross-district

#10 · Parbhanicell 4890000550

distance 0.208 · cross-district

#11 · Nandedcell 4850002361

distance 0.208

#12 · Laturcell 4810006129

distance 0.21 · cross-district

#13 · Laturcell 4810006000

distance 0.211 · cross-district

#14 · Parbhanicell 4890001264

distance 0.212 · cross-district

#15 · Nandedcell 4850003663

distance 0.214

#16 · Parbhanicell 4890000555

distance 0.215 · cross-district

#17 · Laturcell 4810005921

distance 0.216 · cross-district

#18 · Parbhanicell 4890000212

distance 0.218 · 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":4850002878}}}'

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.