Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000521

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001002

distance 0.123

#2 · Beedcell 4700000637

distance 0.128

#3 · Beedcell 4700000434

distance 0.128

#4 · Dharashivcell 4880006369

distance 0.138 · cross-district

#5 · Beedcell 4700002207

distance 0.141

#6 · Dharashivcell 4880006368

distance 0.154 · cross-district

#7 · Beedcell 4700000349

distance 0.157

#8 · Beedcell 4700003529

distance 0.16

#9 · Beedcell 4700000754

distance 0.16

#10 · Dharashivcell 4880006375

distance 0.161 · cross-district

#11 · Beedcell 4700000284

distance 0.163

#12 · Beedcell 4700001297

distance 0.164

#13 · Laturcell 4810000957

distance 0.165 · cross-district

#14 · Beedcell 4700001165

distance 0.165

#15 · Beedcell 4700003699

distance 0.166

#16 · Laturcell 4810001524

distance 0.167 · cross-district

#17 · Beedcell 4700000287

distance 0.168

#18 · Dharashivcell 4880006284

distance 0.168 · 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":4700000521}}}'

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.