Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005520

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004230

distance 0.15

#2 · Kolhapurcell 4800004540

distance 0.179 · cross-district

#3 · Sanglicell 4930004527

distance 0.188

#4 · Sanglicell 4930006380

distance 0.193

#5 · Sanglicell 4930000286

distance 0.205

#6 · Kolhapurcell 4800004628

distance 0.205 · cross-district

#7 · Sanglicell 4930006183

distance 0.207

#8 · Sanglicell 4930001511

distance 0.207

#9 · Sanglicell 4930002168

distance 0.207

#10 · Sanglicell 4930006521

distance 0.211

#11 · Sanglicell 4930005623

distance 0.211

#12 · Kolhapurcell 4800003549

distance 0.212 · cross-district

#13 · Buldhanacell 4720003834

distance 0.214 · cross-district

#14 · Sataracell 4940004374

distance 0.215 · cross-district

#15 · Sanglicell 4930005799

distance 0.215

#16 · Sataracell 4940004125

distance 0.217 · cross-district

#17 · Sanglicell 4930006243

distance 0.218

#18 · Sataracell 4940004375

distance 0.219 · 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":4930005520}}}'

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.