Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008121

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007743

distance 0.132

#2 · Beedcell 4700008116

distance 0.133

#3 · Beedcell 4700007835

distance 0.143

#4 · Beedcell 4700007558

distance 0.143

#5 · Parbhanicell 4890003046

distance 0.161 · cross-district

#6 · Jalnacell 4790001565

distance 0.162 · cross-district

#7 · Parbhanicell 4890003348

distance 0.165 · cross-district

#8 · Parbhanicell 4890003205

distance 0.167 · cross-district

#9 · Beedcell 4700007930

distance 0.175

#10 · Parbhanicell 4890002063

distance 0.183 · cross-district

#11 · Parbhanicell 4890002971

distance 0.184 · cross-district

#12 · Parbhanicell 4890003052

distance 0.185 · cross-district

#13 · Parbhanicell 4890002420

distance 0.186 · cross-district

#14 · Washimcell 4990001838

distance 0.187 · cross-district

#15 · Parbhanicell 4890002885

distance 0.188 · cross-district

#16 · Parbhanicell 4890004065

distance 0.189 · cross-district

#17 · Beedcell 4700008458

distance 0.195

#18 · Nandedcell 4850008885

distance 0.196 · 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":4700008121}}}'

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.