Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000181

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000999

distance 0.134

#2 · Nandedcell 4850000943

distance 0.153

#3 · Nandedcell 4850000452

distance 0.218

#4 · Yavatmalcell 5000010374

distance 0.227 · cross-district

#5 · Nandedcell 4850000416

distance 0.243

#6 · Beedcell 4700001600

distance 0.244 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000971

distance 0.254 · cross-district

#8 · Beedcell 4700000443

distance 0.254 · cross-district

#9 · Jalnacell 4790001320

distance 0.26 · cross-district

#10 · Nashikcell 4870007679

distance 0.265 · cross-district

#11 · Nandedcell 4850000844

distance 0.266

#12 · Sanglicell 4930000549

distance 0.268 · cross-district

#13 · Sanglicell 4930000643

distance 0.269 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006493

distance 0.272 · cross-district

#15 · Akolacell 4670003169

distance 0.278 · cross-district

#16 · Akolacell 4670000706

distance 0.28 · cross-district

#17 · Dharashivcell 4880000594

distance 0.281 · cross-district

#18 · Beedcell 4700001143

distance 0.285 · 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":4850000181}}}'

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.