Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850001602

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008622

distance 0.19

#2 · Nandedcell 4850002501

distance 0.206

#3 · Buldhanacell 4720001526

distance 0.226 · cross-district

#4 · Sanglicell 4930003647

distance 0.232 · cross-district

#5 · Jalgaoncell 4780000361

distance 0.232 · cross-district

#6 · Washimcell 4990003653

distance 0.239 · cross-district

#7 · Nandedcell 4850008892

distance 0.241

#8 · Beedcell 4700007254

distance 0.245 · cross-district

#9 · Nandedcell 4850002682

distance 0.249

#10 · Beedcell 4700001286

distance 0.249 · cross-district

#11 · Amravaticell 4680000813

distance 0.25 · cross-district

#12 · Yavatmalcell 5000002947

distance 0.252 · cross-district

#13 · Akolacell 4670001332

distance 0.253 · cross-district

#14 · Gadchirolicell 4750003680

distance 0.253 · cross-district

#15 · Chandrapurcell 4730003958

distance 0.254 · cross-district

#16 · Nandedcell 4850002685

distance 0.255

#17 · Buldhanacell 4720000238

distance 0.258 · cross-district

#18 · Nandedcell 4850002500

distance 0.258

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":4850001602}}}'

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.