Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004096

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004772

distance 0.263

#2 · Sanglicell 4930000351

distance 0.294 · cross-district

#3 · Laturcell 4810003242

distance 0.303 · cross-district

#4 · Kolhapurcell 4800004329

distance 0.31

#5 · Kolhapurcell 4800004778

distance 0.311

#6 · Nagpurcell 4840003656

distance 0.312 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002593

distance 0.313 · cross-district

#8 · Nagpurcell 4840004374

distance 0.323 · cross-district

#9 · Kolhapurcell 4800005776

distance 0.326

#10 · Chhatrapati Sambhajinagarcell 4690003012

distance 0.339 · cross-district

#11 · Punecell 4900002353

distance 0.346 · cross-district

#12 · Ahmednagarcell 4660011741

distance 0.347 · cross-district

#13 · Jalnacell 4790004046

distance 0.348 · cross-district

#14 · Kolhapurcell 4800005375

distance 0.352

#15 · Kolhapurcell 4800004255

distance 0.354

#16 · Chhatrapati Sambhajinagarcell 4690003017

distance 0.359 · cross-district

#17 · Laturcell 4810003169

distance 0.361 · cross-district

#18 · Laturcell 4810003374

distance 0.362 · 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":4800004096}}}'

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.