Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004256

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004175

distance 0.295

#2 · Kolhapurcell 4800004022

distance 0.299

#3 · Chhatrapati Sambhajinagarcell 4690002489

distance 0.33 · cross-district

#4 · Laturcell 4810003158

distance 0.332 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002801

distance 0.334 · cross-district

#6 · Laturcell 4810003323

distance 0.347 · cross-district

#7 · Laturcell 4810003221

distance 0.354 · cross-district

#8 · Nagpurcell 4840003756

distance 0.355 · cross-district

#9 · Sanglicell 4930000295

distance 0.356 · cross-district

#10 · Yavatmalcell 5000009882

distance 0.36 · cross-district

#11 · Laturcell 4810003117

distance 0.361 · cross-district

#12 · Kolhapurcell 4800004331

distance 0.363

#13 · Sanglicell 4930000182

distance 0.368 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002690

distance 0.369 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000175

distance 0.371 · cross-district

#16 · Nagpurcell 4840003100

distance 0.373 · cross-district

#17 · Kolhapurcell 4800004340

distance 0.376

#18 · Nashikcell 4870012155

distance 0.381 · 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":4800004256}}}'

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.