Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005789

The MH-36 locality cells most similar to this Kolhapur 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

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005721

distance 0.082

#2 · Kolhapurcell 4800004034

distance 0.147

#3 · Sanglicell 4930000284

distance 0.162 · cross-district

#4 · Kolhapurcell 4800004115

distance 0.166

#5 · Sanglicell 4930000333

distance 0.173 · cross-district

#6 · Kolhapurcell 4800004277

distance 0.174

#7 · Kolhapurcell 4800005645

distance 0.182

#8 · Kolhapurcell 4800004035

distance 0.182

#9 · Sanglicell 4930000246

distance 0.189 · cross-district

#10 · Kolhapurcell 4800004278

distance 0.216

#11 · Kolhapurcell 4800004349

distance 0.224

#12 · Kolhapurcell 4800005786

distance 0.232

#13 · Sanglicell 4930000332

distance 0.24 · cross-district

#14 · Sanglicell 4930000389

distance 0.243 · cross-district

#15 · Solapurcell 4960011546

distance 0.244 · cross-district

#16 · Kolhapurcell 4800004114

distance 0.251

#17 · Kolhapurcell 4800001918

distance 0.251

#18 · Kolhapurcell 4800001746

distance 0.255

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":480,"cluster_id":4800005789}}}'

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.