Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004476

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004744

distance 0.225

#2 · Beedcell 4700008676

distance 0.235 · cross-district

#3 · Hingolicell 4770002401

distance 0.236 · cross-district

#4 · Beedcell 4700004407

distance 0.247 · cross-district

#5 · Laturcell 4810003395

distance 0.248 · cross-district

#6 · Ahmednagarcell 4660001340

distance 0.26 · cross-district

#7 · Nandedcell 4850005017

distance 0.261

#8 · Punecell 4900001897

distance 0.264 · cross-district

#9 · Beedcell 4700006007

distance 0.266 · cross-district

#10 · Akolacell 4670001781

distance 0.266 · cross-district

#11 · Laturcell 4810004592

distance 0.269 · cross-district

#12 · Nandedcell 4850004277

distance 0.272

#13 · Nandedcell 4850002764

distance 0.272

#14 · Nandedcell 4850003311

distance 0.274

#15 · Sanglicell 4930004280

distance 0.274 · cross-district

#16 · Ahmednagarcell 4660003215

distance 0.275 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000070

distance 0.277 · cross-district

#18 · Ahmednagarcell 4660002754

distance 0.28 · 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":4850004476}}}'

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.