Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003746

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003818

distance 0.165

#2 · Kolhapurcell 4800005473

distance 0.177

#3 · Kolhapurcell 4800004779

distance 0.218

#4 · Kolhapurcell 4800004874

distance 0.219

#5 · Sataracell 4940001011

distance 0.219 · cross-district

#6 · Kolhapurcell 4800004198

distance 0.224

#7 · Amravaticell 4680002988

distance 0.224 · cross-district

#8 · Kolhapurcell 4800003540

distance 0.224

#9 · Kolhapurcell 4800004621

distance 0.224

#10 · Kolhapurcell 4800004436

distance 0.224

#11 · Kolhapurcell 4800003972

distance 0.226

#12 · Kolhapurcell 4800005227

distance 0.226

#13 · Dharashivcell 4880000792

distance 0.227 · cross-district

#14 · Kolhapurcell 4800004038

distance 0.227

#15 · Kolhapurcell 4800003964

distance 0.228

#16 · Dharashivcell 4880000189

distance 0.228 · cross-district

#17 · Sanglicell 4930001713

distance 0.229 · cross-district

#18 · Sanglicell 4930001292

distance 0.23 · 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":4800003746}}}'

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.