Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004103

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004025

distance 0.168

#2 · Kolhapurcell 4800005292

distance 0.213

#3 · Sanglicell 4930001165

distance 0.217 · cross-district

#4 · Kolhapurcell 4800004692

distance 0.217

#5 · Sanglicell 4930000569

distance 0.217 · cross-district

#6 · Kolhapurcell 4800004009

distance 0.218

#7 · Beedcell 4700008361

distance 0.225 · cross-district

#8 · Laturcell 4810002664

distance 0.225 · cross-district

#9 · Kolhapurcell 4800004184

distance 0.238

#10 · Kolhapurcell 4800004161

distance 0.239

#11 · Solapurcell 4960011023

distance 0.241 · cross-district

#12 · Sanglicell 4930000860

distance 0.241 · cross-district

#13 · Kolhapurcell 4800003944

distance 0.243

#14 · Nandedcell 4850004854

distance 0.244 · cross-district

#15 · Laturcell 4810002226

distance 0.246 · cross-district

#16 · Sanglicell 4930000469

distance 0.247 · cross-district

#17 · Solapurcell 4960001920

distance 0.249 · cross-district

#18 · Dharashivcell 4880005786

distance 0.249 · 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":4800004103}}}'

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.