Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003064

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003107

distance 0.237

#2 · Kolhapurcell 4800003198

distance 0.268

#3 · Kolhapurcell 4800003757

distance 0.282

#4 · Kolhapurcell 4800002889

distance 0.312

#5 · Kolhapurcell 4800005261

distance 0.321

#6 · Nashikcell 4870011143

distance 0.325 · cross-district

#7 · Kolhapurcell 4800002842

distance 0.331

#8 · Kolhapurcell 4800004743

distance 0.335

#9 · Kolhapurcell 4800004396

distance 0.338

#10 · Kolhapurcell 4800003902

distance 0.343

#11 · Sindhudurgcell 4950000169

distance 0.356 · cross-district

#12 · Thanecell 4970002729

distance 0.357 · cross-district

#13 · Kolhapurcell 4800002803

distance 0.361

#14 · Nashikcell 4870009181

distance 0.364 · cross-district

#15 · Nashikcell 4870009715

distance 0.369 · cross-district

#16 · Kolhapurcell 4800005168

distance 0.373

#17 · Kolhapurcell 4800003065

distance 0.374

#18 · Kolhapurcell 4800003842

distance 0.375

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":4800003064}}}'

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.