Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001494

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006034

distance 0.188 · cross-district

#2 · Kolhapurcell 4800006087

distance 0.191 · cross-district

#3 · Kolhapurcell 4800005937

distance 0.2 · cross-district

#4 · Sanglicell 4930002308

distance 0.207

#5 · Kolhapurcell 4800006229

distance 0.216 · cross-district

#6 · Sanglicell 4930003343

distance 0.22

#7 · Sanglicell 4930003853

distance 0.222

#8 · Kolhapurcell 4800006232

distance 0.222 · cross-district

#9 · Kolhapurcell 4800005931

distance 0.237 · cross-district

#10 · Kolhapurcell 4800006082

distance 0.24 · cross-district

#11 · Kolhapurcell 4800006159

distance 0.241 · cross-district

#12 · Kolhapurcell 4800005938

distance 0.245 · cross-district

#13 · Kolhapurcell 4800005939

distance 0.249 · cross-district

#14 · Sanglicell 4930001979

distance 0.251

#15 · Sanglicell 4930001105

distance 0.255

#16 · Sanglicell 4930002142

distance 0.256

#17 · Sanglicell 4930003333

distance 0.257

#18 · Sataracell 4940000012

distance 0.258 · 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":4930001494}}}'

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.