Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003868

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003533

distance 0.196

#2 · Beedcell 4700003548

distance 0.217

#3 · Dharashivcell 4880005360

distance 0.218 · cross-district

#4 · Beedcell 4700004743

distance 0.218

#5 · Sataracell 4940003619

distance 0.222 · cross-district

#6 · Beedcell 4700004399

distance 0.226

#7 · Beedcell 4700004713

distance 0.242

#8 · Beedcell 4700003087

distance 0.243

#9 · Beedcell 4700005811

distance 0.247

#10 · Beedcell 4700003718

distance 0.249

#11 · Sataracell 4940003160

distance 0.252 · cross-district

#12 · Beedcell 4700003865

distance 0.255

#13 · Beedcell 4700004389

distance 0.255

#14 · Dhulecell 4740003044

distance 0.257 · cross-district

#15 · Ahmednagarcell 4660006700

distance 0.258 · cross-district

#16 · Sanglicell 4930001718

distance 0.26 · cross-district

#17 · Beedcell 4700003873

distance 0.263

#18 · Nashikcell 4870006364

distance 0.264 · 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":4700003868}}}'

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.