Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004969

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006070

distance 0.194

#2 · Sanglicell 4930004094

distance 0.202

#3 · Sanglicell 4930004825

distance 0.209

#4 · Sanglicell 4930005318

distance 0.232

#5 · Sanglicell 4930005220

distance 0.243

#6 · Sanglicell 4930005720

distance 0.251

#7 · Solapurcell 4960002857

distance 0.252 · cross-district

#8 · Sanglicell 4930004833

distance 0.258

#9 · Sanglicell 4930002547

distance 0.259

#10 · Dharashivcell 4880000457

distance 0.264 · cross-district

#11 · Sanglicell 4930006467

distance 0.265

#12 · Sanglicell 4930003242

distance 0.269

#13 · Kolhapurcell 4800005774

distance 0.269 · cross-district

#14 · Sanglicell 4930006071

distance 0.27

#15 · Dharashivcell 4880006014

distance 0.27 · cross-district

#16 · Sanglicell 4930005566

distance 0.271

#17 · Sanglicell 4930005923

distance 0.273

#18 · Sanglicell 4930003583

distance 0.276

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":4930004969}}}'

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.