Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002888

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

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002718

distance 0.191

#2 · Sanglicell 4930002382

distance 0.204

#3 · Sanglicell 4930003425

distance 0.211

#4 · Sanglicell 4930004560

distance 0.212

#5 · Sanglicell 4930001053

distance 0.22

#6 · Kolhapurcell 4800005444

distance 0.228 · cross-district

#7 · Sanglicell 4930006570

distance 0.234

#8 · Kolhapurcell 4800004670

distance 0.236 · cross-district

#9 · Beedcell 4700003237

distance 0.239 · cross-district

#10 · Sanglicell 4930002212

distance 0.24

#11 · Sanglicell 4930002896

distance 0.243

#12 · Sanglicell 4930000235

distance 0.244

#13 · Sanglicell 4930002039

distance 0.245

#14 · Sanglicell 4930002211

distance 0.246

#15 · Sanglicell 4930003243

distance 0.246

#16 · Sanglicell 4930000846

distance 0.247

#17 · Sanglicell 4930006497

distance 0.247

#18 · Sanglicell 4930001182

distance 0.247

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":4930002888}}}'

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.