Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000284

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004034

distance 0.112 · cross-district

#2 · Kolhapurcell 4800005645

distance 0.124 · cross-district

#3 · Sanglicell 4930000246

distance 0.141

#4 · Kolhapurcell 4800005789

distance 0.162 · cross-district

#5 · Kolhapurcell 4800004349

distance 0.163 · cross-district

#6 · Sanglicell 4930000389

distance 0.165

#7 · Kolhapurcell 4800005721

distance 0.182 · cross-district

#8 · Kolhapurcell 4800004189

distance 0.19 · cross-district

#9 · Sanglicell 4930000335

distance 0.19

#10 · Kolhapurcell 4800005715

distance 0.195 · cross-district

#11 · Kolhapurcell 4800004114

distance 0.196 · cross-district

#12 · Sanglicell 4930000333

distance 0.197

#13 · Sanglicell 4930000334

distance 0.197

#14 · Kolhapurcell 4800004035

distance 0.208 · cross-district

#15 · Sanglicell 4930000283

distance 0.212

#16 · Sanglicell 4930000798

distance 0.213

#17 · Kolhapurcell 4800005636

distance 0.214 · cross-district

#18 · Kolhapurcell 4800005786

distance 0.219 · 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":4930000284}}}'

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.