Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000140

The MH-36 locality cells most similar to this Sangli 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 4 distinct districts

Index confidence

0.92

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 · Sanglicell 4930001582

distance 0.151

#2 · Sanglicell 4930000171

distance 0.161

#3 · Sanglicell 4930000203

distance 0.165

#4 · Laturcell 4810002843

distance 0.173 · cross-district

#5 · Sanglicell 4930001560

distance 0.174

#6 · Sanglicell 4930000207

distance 0.177

#7 · Beedcell 4700001139

distance 0.177 · cross-district

#8 · Sanglicell 4930000198

distance 0.181

#9 · Sanglicell 4930001080

distance 0.184

#10 · Sanglicell 4930002606

distance 0.187

#11 · Sanglicell 4930002587

distance 0.188

#12 · Sanglicell 4930002887

distance 0.188

#13 · Laturcell 4810000874

distance 0.189 · cross-district

#14 · Sanglicell 4930003053

distance 0.193

#15 · Buldhanacell 4720000326

distance 0.194 · cross-district

#16 · Beedcell 4700002219

distance 0.194 · cross-district

#17 · Sanglicell 4930000970

distance 0.194

#18 · Buldhanacell 4720000630

distance 0.196 · 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":493,"cluster_id":4930000140}}}'

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.