Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007441

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000280

distance 0.185

#2 · Nandedcell 4850000465

distance 0.187 · cross-district

#3 · Jalnacell 4790003488

distance 0.189 · cross-district

#4 · Jalnacell 4790002134

distance 0.19 · cross-district

#5 · Parbhanicell 4890003448

distance 0.192 · cross-district

#6 · Parbhanicell 4890002416

distance 0.192 · cross-district

#7 · Dharashivcell 4880000016

distance 0.193 · cross-district

#8 · Jalnacell 4790003561

distance 0.193 · cross-district

#9 · Beedcell 4700004804

distance 0.194

#10 · Laturcell 4810002898

distance 0.196 · cross-district

#11 · Parbhanicell 4890002096

distance 0.198 · cross-district

#12 · Jalnacell 4790003045

distance 0.199 · cross-district

#13 · Jalnacell 4790004151

distance 0.2 · cross-district

#14 · Laturcell 4810001265

distance 0.204 · cross-district

#15 · Dharashivcell 4880000189

distance 0.206 · cross-district

#16 · Jalnacell 4790003183

distance 0.207 · cross-district

#17 · Beedcell 4700000276

distance 0.208

#18 · Solapurcell 4960004952

distance 0.208 · 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":4700007441}}}'

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.