Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850000298

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000423

distance 0.114

#2 · Nandedcell 4850000372

distance 0.145

#3 · Beedcell 4700000583

distance 0.163 · cross-district

#4 · Nandedcell 4850000312

distance 0.164

#5 · Nandedcell 4850000414

distance 0.165

#6 · Nandedcell 4850001227

distance 0.17

#7 · Beedcell 4700000218

distance 0.171 · cross-district

#8 · Nandedcell 4850000540

distance 0.173

#9 · Nandedcell 4850000748

distance 0.173

#10 · Nandedcell 4850000842

distance 0.174

#11 · Nandedcell 4850000449

distance 0.178

#12 · Washimcell 4990002223

distance 0.182 · cross-district

#13 · Beedcell 4700003619

distance 0.182 · cross-district

#14 · Washimcell 4990001515

distance 0.185 · cross-district

#15 · Yavatmalcell 5000010905

distance 0.187 · cross-district

#16 · Amravaticell 4680000879

distance 0.188 · cross-district

#17 · Nandedcell 4850000400

distance 0.188

#18 · Washimcell 4990001593

distance 0.189 · 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":4850000298}}}'

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.