Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007161

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009252

distance 0.151 · cross-district

#2 · Amravaticell 4680001347

distance 0.154 · cross-district

#3 · Beedcell 4700006710

distance 0.155

#4 · Akolacell 4670001042

distance 0.157 · cross-district

#5 · Solapurcell 4960001029

distance 0.166 · cross-district

#6 · Solapurcell 4960003961

distance 0.17 · cross-district

#7 · Solapurcell 4960004260

distance 0.171 · cross-district

#8 · Beedcell 4700006707

distance 0.173

#9 · Solapurcell 4960004102

distance 0.176 · cross-district

#10 · Solapurcell 4960005616

distance 0.176 · cross-district

#11 · Buldhanacell 4720006314

distance 0.176 · cross-district

#12 · Jalnacell 4790000802

distance 0.176 · cross-district

#13 · Beedcell 4700006709

distance 0.178

#14 · Solapurcell 4960009247

distance 0.178 · cross-district

#15 · Solapurcell 4960008235

distance 0.179 · cross-district

#16 · Parbhanicell 4890001922

distance 0.181 · cross-district

#17 · Beedcell 4700007527

distance 0.182

#18 · Solapurcell 4960010147

distance 0.182 · 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":4700007161}}}'

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.