Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008317

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002354

distance 0.196

#2 · Sanglicell 4930005274

distance 0.217 · cross-district

#3 · Nandedcell 4850008848

distance 0.217

#4 · Beedcell 4700006536

distance 0.237 · cross-district

#5 · Nagpurcell 4840007265

distance 0.238 · cross-district

#6 · Beedcell 4700007561

distance 0.24 · cross-district

#7 · Washimcell 4990001920

distance 0.242 · cross-district

#8 · Nandedcell 4850001544

distance 0.242

#9 · Dharashivcell 4880000888

distance 0.245 · cross-district

#10 · Beedcell 4700001251

distance 0.245 · cross-district

#11 · Jalnacell 4790001709

distance 0.251 · cross-district

#12 · Nandedcell 4850002767

distance 0.253

#13 · Laturcell 4810001377

distance 0.254 · cross-district

#14 · Dharashivcell 4880002081

distance 0.254 · cross-district

#15 · Nandedcell 4850007444

distance 0.255

#16 · Nandedcell 4850001465

distance 0.258

#17 · Buldhanacell 4720001530

distance 0.258 · cross-district

#18 · Ahmednagarcell 4660011609

distance 0.264 · 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":4850008317}}}'

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.