Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001040

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000670

distance 0.124

#2 · Laturcell 4810002775

distance 0.155 · cross-district

#3 · Beedcell 4700001603

distance 0.16

#4 · Beedcell 4700001036

distance 0.163

#5 · Beedcell 4700001729

distance 0.175

#6 · Laturcell 4810000422

distance 0.178 · cross-district

#7 · Beedcell 4700001595

distance 0.179

#8 · Beedcell 4700001039

distance 0.18

#9 · Sanglicell 4930003623

distance 0.183 · cross-district

#10 · Dharashivcell 4880005768

distance 0.183 · cross-district

#11 · Beedcell 4700004783

distance 0.185

#12 · Laturcell 4810003884

distance 0.185 · cross-district

#13 · Sanglicell 4930002407

distance 0.188 · cross-district

#14 · Beedcell 4700000684

distance 0.192

#15 · Laturcell 4810001952

distance 0.192 · cross-district

#16 · Beedcell 4700007347

distance 0.196

#17 · Jalnacell 4790004083

distance 0.197 · cross-district

#18 · Beedcell 4700007907

distance 0.197

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":4700001040}}}'

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.