Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006303

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005380

distance 0.192

#2 · Washimcell 4990000506

distance 0.2 · cross-district

#3 · Solapurcell 4960000214

distance 0.215 · cross-district

#4 · Solapurcell 4960000141

distance 0.223 · cross-district

#5 · Nashikcell 4870012422

distance 0.225 · cross-district

#6 · Washimcell 4990000376

distance 0.231 · cross-district

#7 · Solapurcell 4960000664

distance 0.233 · cross-district

#8 · Solapurcell 4960000875

distance 0.236 · cross-district

#9 · Dharashivcell 4880004453

distance 0.236 · cross-district

#10 · Sanglicell 4930004276

distance 0.239

#11 · Sanglicell 4930005117

distance 0.24

#12 · Sanglicell 4930004718

distance 0.241

#13 · Sanglicell 4930004872

distance 0.242

#14 · Solapurcell 4960012350

distance 0.244 · cross-district

#15 · Solapurcell 4960000288

distance 0.246 · cross-district

#16 · Sanglicell 4930003621

distance 0.248

#17 · Nashikcell 4870011454

distance 0.25 · cross-district

#18 · Sanglicell 4930006372

distance 0.25

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":4930006303}}}'

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.