Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004251

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004250

distance 0.256

#2 · Kolhapurcell 4800004335

distance 0.348

#3 · Sanglicell 4930000461

distance 0.363 · cross-district

#4 · Nagpurcell 4840003087

distance 0.373 · cross-district

#5 · Kolhapurcell 4800004614

distance 0.391

#6 · Kolhapurcell 4800004169

distance 0.392

#7 · Chhatrapati Sambhajinagarcell 4690001316

distance 0.403 · cross-district

#8 · Sanglicell 4930002768

distance 0.413 · cross-district

#9 · Nagpurcell 4840003185

distance 0.414 · cross-district

#10 · Hingolicell 4770000170

distance 0.418 · cross-district

#11 · Amravaticell 4680002485

distance 0.421 · cross-district

#12 · Jalnacell 4790003874

distance 0.43 · cross-district

#13 · Akolacell 4670002341

distance 0.43 · cross-district

#14 · Beedcell 4700003289

distance 0.432 · cross-district

#15 · Chandrapurcell 4730001951

distance 0.433 · cross-district

#16 · Washimcell 4990001207

distance 0.435 · cross-district

#17 · Nashikcell 4870006628

distance 0.436 · cross-district

#18 · Nashikcell 4870006476

distance 0.447 · 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":4800004251}}}'

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.