Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003225

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005828

distance 0.213 · cross-district

#2 · Solapurcell 4960011470

distance 0.224 · cross-district

#3 · Sanglicell 4930001300

distance 0.225

#4 · Kolhapurcell 4800003374

distance 0.227 · cross-district

#5 · Sanglicell 4930001284

distance 0.235

#6 · Sanglicell 4930005100

distance 0.243

#7 · Sanglicell 4930003418

distance 0.249

#8 · Sanglicell 4930003055

distance 0.249

#9 · Sanglicell 4930004677

distance 0.251

#10 · Sanglicell 4930000941

distance 0.257

#11 · Sanglicell 4930004274

distance 0.26

#12 · Sanglicell 4930002733

distance 0.261

#13 · Sanglicell 4930003600

distance 0.263

#14 · Beedcell 4700009056

distance 0.265 · cross-district

#15 · Dharashivcell 4880000392

distance 0.265 · cross-district

#16 · Beedcell 4700000918

distance 0.266 · cross-district

#17 · Jalgaoncell 4780005953

distance 0.266 · cross-district

#18 · Solapurcell 4960011660

distance 0.271 · 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":4930003225}}}'

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.