Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001633

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001784

distance 0.115

#2 · Beedcell 4700001353

distance 0.163 · cross-district

#3 · Nandedcell 4850001217

distance 0.181

#4 · Nandedcell 4850002024

distance 0.188

#5 · Nandedcell 4850001942

distance 0.189

#6 · Beedcell 4700000952

distance 0.192 · cross-district

#7 · Laturcell 4810005966

distance 0.197 · cross-district

#8 · Nandedcell 4850004060

distance 0.2

#9 · Laturcell 4810005866

distance 0.201 · cross-district

#10 · Nandedcell 4850001381

distance 0.201

#11 · Laturcell 4810005271

distance 0.201 · cross-district

#12 · Nandedcell 4850004537

distance 0.201

#13 · Nandedcell 4850003966

distance 0.203

#14 · Laturcell 4810005439

distance 0.203 · cross-district

#15 · Parbhanicell 4890000004

distance 0.204 · cross-district

#16 · Nandedcell 4850003898

distance 0.205

#17 · Beedcell 4700004817

distance 0.206 · cross-district

#18 · Nandedcell 4850003005

distance 0.206

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":4850001633}}}'

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.