Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004180

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004108

distance 0.104

#2 · Nandedcell 4850004038

distance 0.148

#3 · Laturcell 4810001817

distance 0.184 · cross-district

#4 · Parbhanicell 4890001065

distance 0.184 · cross-district

#5 · Nashikcell 4870007678

distance 0.187 · cross-district

#6 · Parbhanicell 4890000558

distance 0.194 · cross-district

#7 · Nandedcell 4850004538

distance 0.196

#8 · Laturcell 4810004973

distance 0.196 · cross-district

#9 · Beedcell 4700000539

distance 0.2 · cross-district

#10 · Nashikcell 4870005787

distance 0.201 · cross-district

#11 · Beedcell 4700000915

distance 0.203 · cross-district

#12 · Parbhanicell 4890000265

distance 0.204 · cross-district

#13 · Nashikcell 4870006210

distance 0.206 · cross-district

#14 · Buldhanacell 4720001654

distance 0.206 · cross-district

#15 · Nashikcell 4870006061

distance 0.206 · cross-district

#16 · Solapurcell 4960000367

distance 0.207 · cross-district

#17 · Beedcell 4700007899

distance 0.208 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005484

distance 0.21 · 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":4850004180}}}'

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.