Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008674

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008837

distance 0.171

#2 · Buldhanacell 4720002352

distance 0.185 · cross-district

#3 · Nandedcell 4850002410

distance 0.194

#4 · Parbhanicell 4890000348

distance 0.195 · cross-district

#5 · Nagpurcell 4840006755

distance 0.202 · cross-district

#6 · Beedcell 4700006977

distance 0.205 · cross-district

#7 · Nagpurcell 4840006649

distance 0.21 · cross-district

#8 · Beedcell 4700008493

distance 0.21 · cross-district

#9 · Wardhacell 4980003764

distance 0.218 · cross-district

#10 · Nandedcell 4850008881

distance 0.221

#11 · Nagpurcell 4840006958

distance 0.226 · cross-district

#12 · Nagpurcell 4840006752

distance 0.228 · cross-district

#13 · Washimcell 4990002010

distance 0.229 · cross-district

#14 · Nagpurcell 4840007066

distance 0.233 · cross-district

#15 · Nagpurcell 4840007458

distance 0.234 · cross-district

#16 · Nandedcell 4850008854

distance 0.234

#17 · Amravaticell 4680008528

distance 0.234 · cross-district

#18 · Nagpurcell 4840006530

distance 0.236 · 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":4850008674}}}'

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.