Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006375

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001029

distance 0.153 · cross-district

#2 · Beedcell 4700006242

distance 0.161

#3 · Nandedcell 4850000685

distance 0.167 · cross-district

#4 · Beedcell 4700005688

distance 0.175

#5 · Beedcell 4700005831

distance 0.179

#6 · Beedcell 4700005542

distance 0.182

#7 · Chhatrapati Sambhajinagarcell 4690003575

distance 0.189 · cross-district

#8 · Sanglicell 4930002407

distance 0.194 · cross-district

#9 · Beedcell 4700005065

distance 0.194

#10 · Chhatrapati Sambhajinagarcell 4690003374

distance 0.197 · cross-district

#11 · Sanglicell 4930003253

distance 0.198 · cross-district

#12 · Laturcell 4810002845

distance 0.2 · cross-district

#13 · Beedcell 4700001595

distance 0.202

#14 · Dharashivcell 4880000044

distance 0.202 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000359

distance 0.203 · cross-district

#16 · Beedcell 4700006372

distance 0.203

#17 · Sanglicell 4930002742

distance 0.204 · cross-district

#18 · Sanglicell 4930002741

distance 0.204 · 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":4700006375}}}'

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.