Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006105

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005717

distance 0.201

#2 · Sanglicell 4930005181

distance 0.212

#3 · Sanglicell 4930005910

distance 0.225

#4 · Sataracell 4940001073

distance 0.227 · cross-district

#5 · Sanglicell 4930003191

distance 0.237

#6 · Sanglicell 4930005069

distance 0.251

#7 · Punecell 4900000662

distance 0.255 · cross-district

#8 · Sanglicell 4930002498

distance 0.256

#9 · Sanglicell 4930005889

distance 0.259

#10 · Sanglicell 4930005077

distance 0.268

#11 · Sanglicell 4930006534

distance 0.269

#12 · Solapurcell 4960004238

distance 0.27 · cross-district

#13 · Sanglicell 4930006346

distance 0.271

#14 · Kolhapurcell 4800005389

distance 0.271 · cross-district

#15 · Punecell 4900006533

distance 0.28 · cross-district

#16 · Sataracell 4940006003

distance 0.282 · cross-district

#17 · Sataracell 4940004404

distance 0.287 · cross-district

#18 · Sataracell 4940001508

distance 0.288 · 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":4930006105}}}'

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.