Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002620

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810004916

distance 0.225 · cross-district

#2 · Beedcell 4700008951

distance 0.259 · cross-district

#3 · Buldhanacell 4720002883

distance 0.267 · cross-district

#4 · Beedcell 4700008931

distance 0.28 · cross-district

#5 · Dhulecell 4740003165

distance 0.281 · cross-district

#6 · Sanglicell 4930005273

distance 0.284 · cross-district

#7 · Ahmednagarcell 4660009808

distance 0.299 · cross-district

#8 · Nandedcell 4850002531

distance 0.301

#9 · Beedcell 4700009000

distance 0.303 · cross-district

#10 · Beedcell 4700008243

distance 0.304 · cross-district

#11 · Jalgaoncell 4780000545

distance 0.306 · cross-district

#12 · Laturcell 4810003125

distance 0.307 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690007721

distance 0.309 · cross-district

#14 · Laturcell 4810003229

distance 0.311 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007422

distance 0.312 · cross-district

#16 · Sanglicell 4930002126

distance 0.315 · cross-district

#17 · Washimcell 4990002040

distance 0.318 · cross-district

#18 · Nandedcell 4850002683

distance 0.318

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":4850002620}}}'

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.