Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008402

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002093

distance 0.22 · cross-district

#2 · Beedcell 4700008979

distance 0.228 · cross-district

#3 · Nandedcell 4850005112

distance 0.233

#4 · Nandedcell 4850007771

distance 0.233

#5 · Beedcell 4700005147

distance 0.233 · cross-district

#6 · Yavatmalcell 5000000890

distance 0.234 · cross-district

#7 · Washimcell 4990003328

distance 0.239 · cross-district

#8 · Nandedcell 4850008339

distance 0.246

#9 · Nandedcell 4850001812

distance 0.248

#10 · Nandedcell 4850007733

distance 0.25

#11 · Yavatmalcell 5000003037

distance 0.252 · cross-district

#12 · Nandedcell 4850007701

distance 0.252

#13 · Nandedcell 4850008275

distance 0.252

#14 · Beedcell 4700005957

distance 0.255 · cross-district

#15 · Yavatmalcell 5000000176

distance 0.255 · cross-district

#16 · Laturcell 4810002982

distance 0.258 · cross-district

#17 · Laturcell 4810002247

distance 0.258 · cross-district

#18 · Washimcell 4990002196

distance 0.261 · 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":4850008402}}}'

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.