Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005295

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003933

distance 0.141

#2 · Kolhapurcell 4800005016

distance 0.184

#3 · Beedcell 4700003237

distance 0.211 · cross-district

#4 · Kolhapurcell 4800005291

distance 0.213

#5 · Kolhapurcell 4800005118

distance 0.213

#6 · Beedcell 4700004084

distance 0.216 · cross-district

#7 · Kolhapurcell 4800004011

distance 0.218

#8 · Sanglicell 4930003759

distance 0.226 · cross-district

#9 · Kolhapurcell 4800003870

distance 0.226

#10 · Kolhapurcell 4800005031

distance 0.231

#11 · Beedcell 4700004582

distance 0.233 · cross-district

#12 · Kolhapurcell 4800005687

distance 0.236

#13 · Kolhapurcell 4800003856

distance 0.236

#14 · Sanglicell 4930002900

distance 0.236 · cross-district

#15 · Kolhapurcell 4800005286

distance 0.237

#16 · Kolhapurcell 4800004165

distance 0.237

#17 · Kolhapurcell 4800004669

distance 0.241

#18 · Beedcell 4700004222

distance 0.242 · 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":4800005295}}}'

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.