Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002139

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007866

distance 0.181 · cross-district

#2 · Beedcell 4700007494

distance 0.19 · cross-district

#3 · Nandedcell 4850001008

distance 0.199

#4 · Beedcell 4700005149

distance 0.206 · cross-district

#5 · Nandedcell 4850002808

distance 0.215

#6 · Nandedcell 4850000776

distance 0.222

#7 · Washimcell 4990001741

distance 0.224 · cross-district

#8 · Beedcell 4700002738

distance 0.225 · cross-district

#9 · Nandedcell 4850003969

distance 0.226

#10 · Parbhanicell 4890000267

distance 0.226 · cross-district

#11 · Yavatmalcell 5000005023

distance 0.227 · cross-district

#12 · Nandedcell 4850001660

distance 0.228

#13 · Beedcell 4700007373

distance 0.228 · cross-district

#14 · Buldhanacell 4720000763

distance 0.229 · cross-district

#15 · Beedcell 4700008068

distance 0.23 · cross-district

#16 · Laturcell 4810003799

distance 0.23 · cross-district

#17 · Beedcell 4700008672

distance 0.23 · cross-district

#18 · Buldhanacell 4720002209

distance 0.231 · 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":4850002139}}}'

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.