Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002627

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002629

distance 0.152

#2 · Nandedcell 4850002625

distance 0.166

#3 · Nandedcell 4850008221

distance 0.21

#4 · Ahmednagarcell 4660012399

distance 0.221 · cross-district

#5 · Beedcell 4700007070

distance 0.225 · cross-district

#6 · Chandrapurcell 4730004728

distance 0.241 · cross-district

#7 · Sanglicell 4930003497

distance 0.248 · cross-district

#8 · Beedcell 4700007353

distance 0.255 · cross-district

#9 · Nandedcell 4850000833

distance 0.256

#10 · Chhatrapati Sambhajinagarcell 4690000501

distance 0.256 · cross-district

#11 · Sanglicell 4930003498

distance 0.258 · cross-district

#12 · Nandedcell 4850002626

distance 0.26

#13 · Nandedcell 4850001855

distance 0.26

#14 · Yavatmalcell 5000006929

distance 0.262 · cross-district

#15 · Nandedcell 4850002536

distance 0.264

#16 · Amravaticell 4680007389

distance 0.265 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000454

distance 0.265 · cross-district

#18 · Ahmednagarcell 4660011602

distance 0.265 · 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":4850002627}}}'

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.