Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007158

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007063

distance 0.11

#2 · Amravaticell 4680001452

distance 0.173 · cross-district

#3 · Beedcell 4700007159

distance 0.187

#4 · Dharashivcell 4880001128

distance 0.196 · cross-district

#5 · Beedcell 4700007359

distance 0.199

#6 · Akolacell 4670000602

distance 0.2 · cross-district

#7 · Jalgaoncell 4780005228

distance 0.203 · cross-district

#8 · Dharashivcell 4880001875

distance 0.204 · cross-district

#9 · Solapurcell 4960010882

distance 0.205 · cross-district

#10 · Nagpurcell 4840000883

distance 0.206 · cross-district

#11 · Beedcell 4700000027

distance 0.21

#12 · Amravaticell 4680001080

distance 0.211 · cross-district

#13 · Buldhanacell 4720005209

distance 0.219 · cross-district

#14 · Beedcell 4700007352

distance 0.221

#15 · Punecell 4900005282

distance 0.223 · cross-district

#16 · Amravaticell 4680003893

distance 0.223 · cross-district

#17 · Jalnacell 4790002894

distance 0.229 · cross-district

#18 · Solapurcell 4960009370

distance 0.233 · 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":4700007158}}}'

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.