Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003159

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000012

distance 0.194 · cross-district

#2 · Kolhapurcell 4800006087

distance 0.199 · cross-district

#3 · Kolhapurcell 4800006082

distance 0.2 · cross-district

#4 · Sanglicell 4930001102

distance 0.218

#5 · Sanglicell 4930003853

distance 0.23

#6 · Kolhapurcell 4800005937

distance 0.233 · cross-district

#7 · Kolhapurcell 4800005931

distance 0.233 · cross-district

#8 · Kolhapurcell 4800005991

distance 0.235 · cross-district

#9 · Kolhapurcell 4800006036

distance 0.238 · cross-district

#10 · Kolhapurcell 4800005990

distance 0.244 · cross-district

#11 · Sanglicell 4930001650

distance 0.248

#12 · Sataracell 4940000017

distance 0.256 · cross-district

#13 · Kolhapurcell 4800006049

distance 0.256 · cross-district

#14 · Sanglicell 4930001105

distance 0.261

#15 · Kolhapurcell 4800006175

distance 0.265 · cross-district

#16 · Sanglicell 4930001494

distance 0.266

#17 · Sanglicell 4930003333

distance 0.266

#18 · Kolhapurcell 4800005939

distance 0.267 · 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":4930003159}}}'

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.