Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002602

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002692

distance 0.139

#2 · Jalgaoncell 4780006096

distance 0.141 · cross-district

#3 · Nandedcell 4850002691

distance 0.15

#4 · Nandedcell 4850002690

distance 0.152

#5 · Yavatmalcell 5000001678

distance 0.163 · cross-district

#6 · Yavatmalcell 5000002755

distance 0.166 · cross-district

#7 · Washimcell 4990003957

distance 0.167 · cross-district

#8 · Buldhanacell 4720007554

distance 0.167 · cross-district

#9 · Yavatmalcell 5000002291

distance 0.169 · cross-district

#10 · Amravaticell 4680005528

distance 0.171 · cross-district

#11 · Akolacell 4670000734

distance 0.171 · cross-district

#12 · Chandrapurcell 4730001475

distance 0.171 · cross-district

#13 · Buldhanacell 4720007175

distance 0.173 · cross-district

#14 · Washimcell 4990003649

distance 0.173 · cross-district

#15 · Yavatmalcell 5000002603

distance 0.173 · cross-district

#16 · Chandrapurcell 4730004037

distance 0.173 · cross-district

#17 · Yavatmalcell 5000002734

distance 0.173 · cross-district

#18 · Yavatmalcell 5000001536

distance 0.174 · 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":4850002602}}}'

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.