Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004462

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005189

distance 0.185

#2 · Nandedcell 4850004397

distance 0.191

#3 · Beedcell 4700005139

distance 0.195 · cross-district

#4 · Hingolicell 4770000120

distance 0.213 · cross-district

#5 · Sanglicell 4930000659

distance 0.219 · cross-district

#6 · Dhulecell 4740001470

distance 0.223 · cross-district

#7 · Nashikcell 4870006803

distance 0.226 · cross-district

#8 · Ahmednagarcell 4660010268

distance 0.226 · cross-district

#9 · Laturcell 4810004017

distance 0.229 · cross-district

#10 · Nandedcell 4850003524

distance 0.229

#11 · Nandedcell 4850004850

distance 0.235

#12 · Ahmednagarcell 4660008906

distance 0.235 · cross-district

#13 · Beedcell 4700007216

distance 0.235 · cross-district

#14 · Dharashivcell 4880002853

distance 0.237 · cross-district

#15 · Beedcell 4700007588

distance 0.238 · cross-district

#16 · Beedcell 4700000182

distance 0.24 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002327

distance 0.241 · cross-district

#18 · Laturcell 4810004533

distance 0.241 · 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":4850004462}}}'

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.