Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000027

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007063

distance 0.15

#2 · Solapurcell 4960009164

distance 0.155 · cross-district

#3 · Dharashivcell 4880002770

distance 0.17 · cross-district

#4 · Solapurcell 4960009474

distance 0.179 · cross-district

#5 · Solapurcell 4960011885

distance 0.181 · cross-district

#6 · Beedcell 4700000063

distance 0.184

#7 · Solapurcell 4960009370

distance 0.189 · cross-district

#8 · Dharashivcell 4880000092

distance 0.193 · cross-district

#9 · Amravaticell 4680001452

distance 0.194 · cross-district

#10 · Dharashivcell 4880001875

distance 0.195 · cross-district

#11 · Dharashivcell 4880002202

distance 0.2 · cross-district

#12 · Beedcell 4700002572

distance 0.2

#13 · Solapurcell 4960009826

distance 0.202 · cross-district

#14 · Dharashivcell 4880002137

distance 0.203 · cross-district

#15 · Dharashivcell 4880001128

distance 0.203 · cross-district

#16 · Laturcell 4810002403

distance 0.208 · cross-district

#17 · Beedcell 4700007158

distance 0.21

#18 · Solapurcell 4960004784

distance 0.212 · 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":4700000027}}}'

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.