Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000048

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 4800000028

distance 0.157

#2 · Kolhapurcell 4800000047

distance 0.234

#3 · Kolhapurcell 4800000171

distance 0.332

#4 · Kolhapurcell 4800000111

distance 0.335

#5 · Kolhapurcell 4800000203

distance 0.345

#6 · Kolhapurcell 4800000204

distance 0.352

#7 · Sindhudurgcell 4950000814

distance 0.356 · cross-district

#8 · Sindhudurgcell 4950000243

distance 0.379 · cross-district

#9 · Kolhapurcell 4800000236

distance 0.382

#10 · Kolhapurcell 4800000105

distance 0.384

#11 · Kolhapurcell 4800000002

distance 0.388

#12 · Kolhapurcell 4800000166

distance 0.39

#13 · Kolhapurcell 4800000106

distance 0.392

#14 · Kolhapurcell 4800000107

distance 0.395

#15 · Kolhapurcell 4800000235

distance 0.399

#16 · Kolhapurcell 4800000158

distance 0.399

#17 · Punecell 4900007523

distance 0.4 · cross-district

#18 · Kolhapurcell 4800000127

distance 0.405

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":4800000048}}}'

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.