Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001468

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001761

distance 0.15

#2 · Nandedcell 4850002093

distance 0.177

#3 · Parbhanicell 4890000720

distance 0.209 · cross-district

#4 · Nandedcell 4850002316

distance 0.222

#5 · Nandedcell 4850001474

distance 0.232

#6 · Nandedcell 4850002071

distance 0.236

#7 · Nandedcell 4850004226

distance 0.237

#8 · Laturcell 4810001804

distance 0.241 · cross-district

#9 · Nandedcell 4850001920

distance 0.244

#10 · Nandedcell 4850001397

distance 0.245

#11 · Laturcell 4810001644

distance 0.246 · cross-district

#12 · Laturcell 4810000903

distance 0.25 · cross-district

#13 · Sanglicell 4930001778

distance 0.254 · cross-district

#14 · Dharashivcell 4880006196

distance 0.254 · cross-district

#15 · Beedcell 4700008698

distance 0.255 · cross-district

#16 · Nandedcell 4850004247

distance 0.255

#17 · Dharashivcell 4880006132

distance 0.256 · cross-district

#18 · Nandedcell 4850004328

distance 0.256

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":4850001468}}}'

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.