Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005543

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004765

distance 0.259

#2 · Kolhapurcell 4800004597

distance 0.295

#3 · Kolhapurcell 4800005376

distance 0.329

#4 · Kolhapurcell 4800005843

distance 0.345

#5 · Kolhapurcell 4800004503

distance 0.355

#6 · Wardhacell 4980002460

distance 0.357 · cross-district

#7 · Nashikcell 4870003569

distance 0.36 · cross-district

#8 · Kolhapurcell 4800005844

distance 0.362

#9 · Ahmednagarcell 4660012648

distance 0.368 · cross-district

#10 · Kolhapurcell 4800004935

distance 0.368

#11 · Laturcell 4810004508

distance 0.377 · cross-district

#12 · Chandrapurcell 4730005209

distance 0.378 · cross-district

#13 · Dhulecell 4740001604

distance 0.382 · cross-district

#14 · Kolhapurcell 4800005836

distance 0.384

#15 · Ahmednagarcell 4660012033

distance 0.384 · cross-district

#16 · Ahmednagarcell 4660012909

distance 0.386 · cross-district

#17 · Nagpurcell 4840003879

distance 0.386 · cross-district

#18 · Nagpurcell 4840006916

distance 0.388 · 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":4800005543}}}'

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.