Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004272

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 4 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 4800005562

distance 0.217

#2 · Kolhapurcell 4800005050

distance 0.239

#3 · Kolhapurcell 4800004887

distance 0.25

#4 · Kolhapurcell 4800005143

distance 0.253

#5 · Kolhapurcell 4800004187

distance 0.258

#6 · Kolhapurcell 4800004618

distance 0.269

#7 · Ahmednagarcell 4660005696

distance 0.269 · cross-district

#8 · Punecell 4900002009

distance 0.27 · cross-district

#9 · Punecell 4900000224

distance 0.27 · cross-district

#10 · Kolhapurcell 4800004959

distance 0.286

#11 · Punecell 4900001172

distance 0.288 · cross-district

#12 · Solapurcell 4960011017

distance 0.296 · cross-district

#13 · Kolhapurcell 4800004795

distance 0.297

#14 · Solapurcell 4960009718

distance 0.299 · cross-district

#15 · Kolhapurcell 4800004875

distance 0.3

#16 · Kolhapurcell 4800004446

distance 0.302

#17 · Punecell 4900002652

distance 0.302 · cross-district

#18 · Kolhapurcell 4800004524

distance 0.303

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":4800004272}}}'

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.