Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006534

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006261

distance 0.175

#2 · Sanglicell 4930005201

distance 0.176

#3 · Sanglicell 4930004221

distance 0.184

#4 · Sanglicell 4930005805

distance 0.206

#5 · Sanglicell 4930006179

distance 0.208

#6 · Sataracell 4940001073

distance 0.217 · cross-district

#7 · Sanglicell 4930006346

distance 0.236

#8 · Sanglicell 4930006040

distance 0.238

#9 · Sanglicell 4930005069

distance 0.24

#10 · Kolhapurcell 4800005389

distance 0.243 · cross-district

#11 · Sanglicell 4930005546

distance 0.249

#12 · Sataracell 4940001133

distance 0.25 · cross-district

#13 · Sataracell 4940001017

distance 0.254 · cross-district

#14 · Sanglicell 4930005910

distance 0.255

#15 · Sanglicell 4930005889

distance 0.258

#16 · Sanglicell 4930006043

distance 0.262

#17 · Sanglicell 4930006105

distance 0.269

#18 · Sataracell 4940006497

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":4930006534}}}'

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.