Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006132

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000012

distance 0.242 · cross-district

#2 · Sanglicell 4930002990

distance 0.265 · cross-district

#3 · Kolhapurcell 4800006081

distance 0.266

#4 · Kolhapurcell 4800006036

distance 0.269

#5 · Kolhapurcell 4800005990

distance 0.275

#6 · Sanglicell 4930003159

distance 0.279 · cross-district

#7 · Sataracell 4940000172

distance 0.287 · cross-district

#8 · Kolhapurcell 4800005937

distance 0.29

#9 · Kolhapurcell 4800005991

distance 0.295

#10 · Sanglicell 4930001102

distance 0.297 · cross-district

#11 · Sanglicell 4930000678

distance 0.302 · cross-district

#12 · Kolhapurcell 4800006284

distance 0.306

#13 · Kolhapurcell 4800006047

distance 0.308

#14 · Kolhapurcell 4800006184

distance 0.315

#15 · Beedcell 4700004931

distance 0.319 · cross-district

#16 · Sanglicell 4930001357

distance 0.32 · cross-district

#17 · Nashikcell 4870013085

distance 0.32 · cross-district

#18 · Sataracell 4940007067

distance 0.322 · 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":4800006132}}}'

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.