Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003885

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003362

distance 0.198

#2 · Sanglicell 4930002165

distance 0.259

#3 · Kolhapurcell 4800005968

distance 0.261 · cross-district

#4 · Sataracell 4940000489

distance 0.266 · cross-district

#5 · Sanglicell 4930001240

distance 0.268

#6 · Sanglicell 4930002671

distance 0.283

#7 · Sanglicell 4930004500

distance 0.288

#8 · Sanglicell 4930002000

distance 0.295

#9 · Sataracell 4940001243

distance 0.295 · cross-district

#10 · Sataracell 4940000148

distance 0.3 · cross-district

#11 · Sanglicell 4930003372

distance 0.314

#12 · Sataracell 4940000829

distance 0.315 · cross-district

#13 · Sataracell 4940000194

distance 0.33 · cross-district

#14 · Sataracell 4940001065

distance 0.331 · cross-district

#15 · Sanglicell 4930002502

distance 0.334

#16 · Sanglicell 4930003361

distance 0.348

#17 · Sataracell 4940001069

distance 0.353 · cross-district

#18 · Solapurcell 4960009392

distance 0.357 · 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":4930003885}}}'

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.