Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002501

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002682

distance 0.158

#2 · Nandedcell 4850002767

distance 0.175

#3 · Nandedcell 4850002771

distance 0.187

#4 · Nandedcell 4850008892

distance 0.194

#5 · Nandedcell 4850002769

distance 0.197

#6 · Beedcell 4700008675

distance 0.198 · cross-district

#7 · Nandedcell 4850002532

distance 0.2

#8 · Nandedcell 4850002768

distance 0.201

#9 · Nandedcell 4850008622

distance 0.201

#10 · Nandedcell 4850001602

distance 0.206

#11 · Washimcell 4990001361

distance 0.206 · cross-district

#12 · Beedcell 4700005085

distance 0.208 · cross-district

#13 · Jalnacell 4790001788

distance 0.208 · cross-district

#14 · Washimcell 4990001969

distance 0.209 · cross-district

#15 · Nandedcell 4850002681

distance 0.211

#16 · Buldhanacell 4720000238

distance 0.212 · cross-district

#17 · Beedcell 4700007254

distance 0.212 · cross-district

#18 · Washimcell 4990002703

distance 0.212 · 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":4850002501}}}'

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.