Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001600

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000443

distance 0.149

#2 · Beedcell 4700001050

distance 0.159

#3 · Beedcell 4700001143

distance 0.175

#4 · Sanglicell 4930000110

distance 0.188 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690006493

distance 0.202 · cross-district

#6 · Sanglicell 4930002439

distance 0.202 · cross-district

#7 · Sanglicell 4930001615

distance 0.209 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002641

distance 0.209 · cross-district

#9 · Sanglicell 4930001092

distance 0.209 · cross-district

#10 · Jalnacell 4790001961

distance 0.209 · cross-district

#11 · Laturcell 4810003988

distance 0.21 · cross-district

#12 · Nandedcell 4850000943

distance 0.212 · cross-district

#13 · Sanglicell 4930000311

distance 0.218 · cross-district

#14 · Sanglicell 4930001214

distance 0.221 · cross-district

#15 · Sanglicell 4930000208

distance 0.223 · cross-district

#16 · Ahmednagarcell 4660010102

distance 0.224 · cross-district

#17 · Solapurcell 4960004251

distance 0.227 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000971

distance 0.231 · 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":4700001600}}}'

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.