Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007227

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008068

distance 0.135

#2 · Beedcell 4700008959

distance 0.16

#3 · Beedcell 4700008802

distance 0.172

#4 · Jalnacell 4790000293

distance 0.174 · cross-district

#5 · Parbhanicell 4890000493

distance 0.186 · cross-district

#6 · Beedcell 4700007212

distance 0.191

#7 · Dharashivcell 4880006384

distance 0.192 · cross-district

#8 · Laturcell 4810001196

distance 0.196 · cross-district

#9 · Ahmednagarcell 4660007393

distance 0.196 · cross-district

#10 · Beedcell 4700008306

distance 0.197

#11 · Solapurcell 4960000545

distance 0.199 · cross-district

#12 · Washimcell 4990001741

distance 0.203 · cross-district

#13 · Nandedcell 4850002988

distance 0.204 · cross-district

#14 · Beedcell 4700007494

distance 0.205

#15 · Sanglicell 4930003495

distance 0.206 · cross-district

#16 · Dharashivcell 4880005551

distance 0.207 · cross-district

#17 · Beedcell 4700002811

distance 0.207

#18 · Ahmednagarcell 4660007412

distance 0.207 · 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":4700007227}}}'

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.