Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003910

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

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004122

distance 0.183

#2 · Nandedcell 4850004471

distance 0.192

#3 · Nandedcell 4850005771

distance 0.194

#4 · Laturcell 4810005513

distance 0.208 · cross-district

#5 · Buldhanacell 4720001588

distance 0.209 · cross-district

#6 · Nandedcell 4850001765

distance 0.218

#7 · Nandedcell 4850004261

distance 0.218

#8 · Nandedcell 4850002484

distance 0.222

#9 · Hingolicell 4770000304

distance 0.222 · cross-district

#10 · Nandedcell 4850004128

distance 0.225

#11 · Washimcell 4990002862

distance 0.225 · cross-district

#12 · Parbhanicell 4890001306

distance 0.229 · cross-district

#13 · Washimcell 4990002854

distance 0.229 · cross-district

#14 · Nandedcell 4850002486

distance 0.23

#15 · Yavatmalcell 5000003634

distance 0.23 · cross-district

#16 · Yavatmalcell 5000000162

distance 0.231 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005764

distance 0.232 · cross-district

#18 · Nandedcell 4850003065

distance 0.233

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":4850003910}}}'

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.