Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004557

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004388

distance 0.132

#2 · Kolhapurcell 4800004478

distance 0.174

#3 · Kolhapurcell 4800004643

distance 0.187

#4 · Kolhapurcell 4800004389

distance 0.2

#5 · Kolhapurcell 4800004383

distance 0.202

#6 · Kolhapurcell 4800004475

distance 0.203

#7 · Kolhapurcell 4800005339

distance 0.207

#8 · Kolhapurcell 4800004562

distance 0.207

#9 · Kolhapurcell 4800005082

distance 0.21

#10 · Kolhapurcell 4800004654

distance 0.21

#11 · Kolhapurcell 4800005253

distance 0.211

#12 · Kolhapurcell 4800004560

distance 0.211

#13 · Kolhapurcell 4800004300

distance 0.212

#14 · Kolhapurcell 4800005252

distance 0.216

#15 · Kolhapurcell 4800005662

distance 0.221

#16 · Kolhapurcell 4800004301

distance 0.226

#17 · Kolhapurcell 4800005588

distance 0.226

#18 · Kolhapurcell 4800004906

distance 0.226

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":4800004557}}}'

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.