Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004278

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004104

distance 0.134

#2 · Akolacell 4670001047

distance 0.135 · cross-district

#3 · Punecell 4900006176

distance 0.154 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000913

distance 0.159 · cross-district

#5 · Dharashivcell 4880000377

distance 0.16 · cross-district

#6 · Solapurcell 4960004102

distance 0.163 · cross-district

#7 · Beedcell 4700004608

distance 0.164

#8 · Beedcell 4700004267

distance 0.167

#9 · Chhatrapati Sambhajinagarcell 4690001680

distance 0.167 · cross-district

#10 · Beedcell 4700005424

distance 0.168

#11 · Beedcell 4700005135

distance 0.169

#12 · Chhatrapati Sambhajinagarcell 4690001675

distance 0.17 · cross-district

#13 · Punecell 4900007641

distance 0.171 · cross-district

#14 · Jalnacell 4790000318

distance 0.171 · cross-district

#15 · Punecell 4900006532

distance 0.173 · cross-district

#16 · Beedcell 4700004103

distance 0.175

#17 · Beedcell 4700006562

distance 0.176

#18 · Hingolicell 4770003982

distance 0.177 · 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":4700004278}}}'

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.