Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002666

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003836

distance 0.213

#2 · Ahmednagarcell 4660010074

distance 0.217 · cross-district

#3 · Washimcell 4990000521

distance 0.231 · cross-district

#4 · Nandedcell 4850002139

distance 0.235

#5 · Beedcell 4700008068

distance 0.237 · cross-district

#6 · Yavatmalcell 5000001896

distance 0.237 · cross-district

#7 · Nandedcell 4850002308

distance 0.238

#8 · Ahmednagarcell 4660010410

distance 0.24 · cross-district

#9 · Beedcell 4700001807

distance 0.241 · cross-district

#10 · Nandedcell 4850002808

distance 0.241

#11 · Chhatrapati Sambhajinagarcell 4690002939

distance 0.247 · cross-district

#12 · Yavatmalcell 5000001205

distance 0.247 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.248 · cross-district

#14 · Yavatmalcell 5000005023

distance 0.25 · cross-district

#15 · Beedcell 4700008959

distance 0.256 · cross-district

#16 · Parbhanicell 4890000672

distance 0.256 · cross-district

#17 · Jalgaoncell 4780006412

distance 0.257 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005199

distance 0.258 · 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":4850002666}}}'

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.