Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004483

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005000

distance 0.095

#2 · Solapurcell 4960005323

distance 0.155 · cross-district

#3 · Solapurcell 4960007597

distance 0.166 · cross-district

#4 · Solapurcell 4960006006

distance 0.17 · cross-district

#5 · Beedcell 4700002240

distance 0.172

#6 · Beedcell 4700004178

distance 0.173

#7 · Washimcell 4990000492

distance 0.177 · cross-district

#8 · Solapurcell 4960006018

distance 0.181 · cross-district

#9 · Dharashivcell 4880001363

distance 0.182 · cross-district

#10 · Beedcell 4700004137

distance 0.184

#11 · Solapurcell 4960000639

distance 0.185 · cross-district

#12 · Buldhanacell 4720005161

distance 0.187 · cross-district

#13 · Washimcell 4990000464

distance 0.189 · cross-district

#14 · Jalgaoncell 4780002671

distance 0.191 · cross-district

#15 · Dharashivcell 4880003728

distance 0.191 · cross-district

#16 · Laturcell 4810001287

distance 0.191 · cross-district

#17 · Beedcell 4700005923

distance 0.191

#18 · Akolacell 4670000868

distance 0.192 · 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":4700004483}}}'

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.