Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004618

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004703

distance 0.217

#2 · Kolhapurcell 4800005562

distance 0.242

#3 · Kolhapurcell 4800004272

distance 0.269

#4 · Sataracell 4940003989

distance 0.29 · cross-district

#5 · Punecell 4900002652

distance 0.318 · cross-district

#6 · Sanglicell 4930000467

distance 0.324 · cross-district

#7 · Punecell 4900002009

distance 0.328 · cross-district

#8 · Kolhapurcell 4800005050

distance 0.329

#9 · Ahmednagarcell 4660004856

distance 0.336 · cross-district

#10 · Akolacell 4670002573

distance 0.343 · cross-district

#11 · Ahmednagarcell 4660005696

distance 0.345 · cross-district

#12 · Amravaticell 4680001946

distance 0.348 · cross-district

#13 · Laturcell 4810001913

distance 0.358 · cross-district

#14 · Ahmednagarcell 4660005695

distance 0.365 · cross-district

#15 · Akolacell 4670002227

distance 0.37 · cross-district

#16 · Ahmednagarcell 4660005040

distance 0.37 · cross-district

#17 · Solapurcell 4960007682

distance 0.371 · cross-district

#18 · Kolhapurcell 4800005143

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":4800004618}}}'

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.