Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000028

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000048

distance 0.157

#2 · Kolhapurcell 4800000047

distance 0.165

#3 · Kolhapurcell 4800000111

distance 0.258

#4 · Kolhapurcell 4800000171

distance 0.278

#5 · Kolhapurcell 4800000203

distance 0.302

#6 · Kolhapurcell 4800000204

distance 0.322

#7 · Sindhudurgcell 4950000814

distance 0.325 · cross-district

#8 · Kolhapurcell 4800000066

distance 0.331

#9 · Kolhapurcell 4800000105

distance 0.336

#10 · Kolhapurcell 4800000107

distance 0.337

#11 · Kolhapurcell 4800000106

distance 0.352

#12 · Sindhudurgcell 4950000519

distance 0.36 · cross-district

#13 · Kolhapurcell 4800000236

distance 0.361

#14 · Sindhudurgcell 4950000243

distance 0.363 · cross-district

#15 · Kolhapurcell 4800000003

distance 0.363

#16 · Kolhapurcell 4800000000

distance 0.366

#17 · Raigadcell 4910002650

distance 0.367 · cross-district

#18 · Sindhudurgcell 4950000468

distance 0.369 · 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":480,"cluster_id":4800000028}}}'

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.