Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003818

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003669

distance 0.157

#2 · Kolhapurcell 4800003746

distance 0.165

#3 · Sataracell 4940001011

distance 0.21 · cross-district

#4 · Kolhapurcell 4800003817

distance 0.217

#5 · Kolhapurcell 4800003816

distance 0.221

#6 · Kolhapurcell 4800003972

distance 0.225

#7 · Sanglicell 4930004539

distance 0.233 · cross-district

#8 · Sanglicell 4930000731

distance 0.234 · cross-district

#9 · Punecell 4900001592

distance 0.237 · cross-district

#10 · Kolhapurcell 4800003822

distance 0.237

#11 · Sanglicell 4930001713

distance 0.239 · cross-district

#12 · Kolhapurcell 4800005225

distance 0.24

#13 · Punecell 4900002802

distance 0.241 · cross-district

#14 · Sanglicell 4930000546

distance 0.242 · cross-district

#15 · Sanglicell 4930000215

distance 0.244 · cross-district

#16 · Kolhapurcell 4800005212

distance 0.246

#17 · Kolhapurcell 4800004436

distance 0.247

#18 · Punecell 4900001606

distance 0.247 · 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":4800003818}}}'

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.