Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003525

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.189

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660005181

distance 0.189 · cross-district

#2 · Dharashivcell 4880005323

distance 0.193 · cross-district

#3 · Sanglicell 4930001932

distance 0.194 · cross-district

#4 · Beedcell 4700002195

distance 0.196

#5 · Beedcell 4700002689

distance 0.2

#6 · Beedcell 4700003337

distance 0.204

#7 · Sanglicell 4930001338

distance 0.211 · cross-district

#8 · Beedcell 4700006647

distance 0.213

#9 · Ahmednagarcell 4660001204

distance 0.215 · cross-district

#10 · Ahmednagarcell 4660000856

distance 0.216 · cross-district

#11 · Ahmednagarcell 4660005293

distance 0.216 · cross-district

#12 · Ahmednagarcell 4660001296

distance 0.22 · cross-district

#13 · Dharashivcell 4880002561

distance 0.22 · cross-district

#14 · Sanglicell 4930003460

distance 0.224 · cross-district

#15 · Beedcell 4700008139

distance 0.224

#16 · Chhatrapati Sambhajinagarcell 4690000195

distance 0.225 · cross-district

#17 · Dharashivcell 4880002963

distance 0.225 · cross-district

#18 · Beedcell 4700008576

distance 0.226

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":4700003525}}}'

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.