Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003515

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006198

distance 0.19 · cross-district

#2 · Sanglicell 4930003514

distance 0.204

#3 · Sanglicell 4930003338

distance 0.209

#4 · Sanglicell 4930003161

distance 0.235

#5 · Sanglicell 4930002985

distance 0.237

#6 · Kolhapurcell 4800006354

distance 0.239 · cross-district

#7 · Sanglicell 4930003342

distance 0.241

#8 · Sanglicell 4930003691

distance 0.242

#9 · Kolhapurcell 4800006227

distance 0.244 · cross-district

#10 · Kolhapurcell 4800006299

distance 0.249 · cross-district

#11 · Kolhapurcell 4800006071

distance 0.254 · cross-district

#12 · Kolhapurcell 4800006204

distance 0.271 · cross-district

#13 · Sanglicell 4930003509

distance 0.272

#14 · Kolhapurcell 4800006355

distance 0.273 · cross-district

#15 · Nashikcell 4870012008

distance 0.275 · cross-district

#16 · Sanglicell 4930002479

distance 0.278

#17 · Sataracell 4940003176

distance 0.281 · cross-district

#18 · Nashikcell 4870012305

distance 0.281 · 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":4930003515}}}'

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.