Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002193

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001432

distance 0.219

#2 · Sanglicell 4930001386

distance 0.22

#3 · Sanglicell 4930001870

distance 0.222

#4 · Sanglicell 4930002561

distance 0.227

#5 · Sanglicell 4930000624

distance 0.228

#6 · Sanglicell 4930000313

distance 0.23

#7 · Sanglicell 4930002691

distance 0.232

#8 · Sanglicell 4930003398

distance 0.236

#9 · Sanglicell 4930002901

distance 0.239

#10 · Sanglicell 4930003726

distance 0.24

#11 · Kolhapurcell 4800004028

distance 0.241 · cross-district

#12 · Sanglicell 4930000060

distance 0.25

#13 · Sanglicell 4930001401

distance 0.251

#14 · Sanglicell 4930000933

distance 0.253

#15 · Sanglicell 4930001161

distance 0.257

#16 · Sanglicell 4930002391

distance 0.264

#17 · Ahmednagarcell 4660011759

distance 0.267 · cross-district

#18 · Sanglicell 4930002194

distance 0.27

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":4930002193}}}'

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.