Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000463

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000307

distance 0.117

#2 · Jalnacell 4790004087

distance 0.152 · cross-district

#3 · Beedcell 4700001183

distance 0.17

#4 · Laturcell 4810001462

distance 0.17 · cross-district

#5 · Jalnacell 4790003488

distance 0.171 · cross-district

#6 · Laturcell 4810001628

distance 0.181 · cross-district

#7 · Laturcell 4810002529

distance 0.185 · cross-district

#8 · Solapurcell 4960004496

distance 0.186 · cross-district

#9 · Beedcell 4700002367

distance 0.188

#10 · Solapurcell 4960004651

distance 0.19 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002056

distance 0.191 · cross-district

#12 · Laturcell 4810002225

distance 0.191 · cross-district

#13 · Beedcell 4700000099

distance 0.191

#14 · Jalnacell 4790003567

distance 0.191 · cross-district

#15 · Jalnacell 4790004084

distance 0.195 · cross-district

#16 · Laturcell 4810002667

distance 0.195 · cross-district

#17 · Sanglicell 4930000225

distance 0.196 · cross-district

#18 · Laturcell 4810000418

distance 0.197 · 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":4700000463}}}'

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.