Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007064

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009931

distance 0.146 · cross-district

#2 · Beedcell 4700005713

distance 0.155

#3 · Beedcell 4700006007

distance 0.181

#4 · Dharashivcell 4880000070

distance 0.185 · cross-district

#5 · Beedcell 4700000815

distance 0.187

#6 · Dharashivcell 4880001012

distance 0.188 · cross-district

#7 · Beedcell 4700007260

distance 0.197

#8 · Dharashivcell 4880001270

distance 0.197 · cross-district

#9 · Jalnacell 4790002028

distance 0.198 · cross-district

#10 · Akolacell 4670001171

distance 0.198 · cross-district

#11 · Punecell 4900007016

distance 0.199 · cross-district

#12 · Dharashivcell 4880001358

distance 0.2 · cross-district

#13 · Parbhanicell 4890003002

distance 0.204 · cross-district

#14 · Solapurcell 4960001676

distance 0.204 · cross-district

#15 · Beedcell 4700007253

distance 0.205

#16 · Dharashivcell 4880002770

distance 0.212 · cross-district

#17 · Dharashivcell 4880001111

distance 0.213 · cross-district

#18 · Solapurcell 4960009930

distance 0.214 · 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":4700007064}}}'

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.