Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000478

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001017

distance 0.164

#2 · Buldhanacell 4720000707

distance 0.166 · cross-district

#3 · Laturcell 4810001019

distance 0.167 · cross-district

#4 · Laturcell 4810001035

distance 0.172 · cross-district

#5 · Beedcell 4700000888

distance 0.187

#6 · Laturcell 4810001079

distance 0.194 · cross-district

#7 · Beedcell 4700002535

distance 0.194

#8 · Beedcell 4700000483

distance 0.195

#9 · Buldhanacell 4720000708

distance 0.197 · cross-district

#10 · Sanglicell 4930000875

distance 0.201 · cross-district

#11 · Laturcell 4810001975

distance 0.206 · cross-district

#12 · Beedcell 4700008086

distance 0.21

#13 · Dharashivcell 4880004908

distance 0.211 · cross-district

#14 · Beedcell 4700000646

distance 0.212

#15 · Laturcell 4810001027

distance 0.212 · cross-district

#16 · Beedcell 4700001887

distance 0.215

#17 · Beedcell 4700001191

distance 0.216

#18 · Washimcell 4990002200

distance 0.218 · 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":470,"cluster_id":4700000478}}}'

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.