Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004836

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004663

distance 0.106

#2 · Beedcell 4700004493

distance 0.119

#3 · Beedcell 4700004140

distance 0.121

#4 · Amravaticell 4680001530

distance 0.128 · cross-district

#5 · Laturcell 4810004558

distance 0.131 · cross-district

#6 · Beedcell 4700004489

distance 0.133

#7 · Akolacell 4670000487

distance 0.135 · cross-district

#8 · Beedcell 4700004149

distance 0.142

#9 · Dharashivcell 4880000603

distance 0.15 · cross-district

#10 · Beedcell 4700004997

distance 0.15

#11 · Solapurcell 4960005601

distance 0.152 · cross-district

#12 · Beedcell 4700004781

distance 0.154

#13 · Washimcell 4990001327

distance 0.154 · cross-district

#14 · Beedcell 4700008445

distance 0.155

#15 · Solapurcell 4960010949

distance 0.156 · cross-district

#16 · Washimcell 4990001084

distance 0.157 · cross-district

#17 · Dharashivcell 4880005850

distance 0.157 · cross-district

#18 · Washimcell 4990001272

distance 0.16 · 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":4700004836}}}'

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.