Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004759

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

0.157

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004758

distance 0.157

#2 · Kolhapurcell 4800004160

distance 0.2

#3 · Kolhapurcell 4800004346

distance 0.217

#4 · Kolhapurcell 4800004327

distance 0.218

#5 · Kolhapurcell 4800004100

distance 0.226

#6 · Beedcell 4700008599

distance 0.233 · cross-district

#7 · Laturcell 4810002066

distance 0.234 · cross-district

#8 · Kolhapurcell 4800003947

distance 0.244

#9 · Kolhapurcell 4800004855

distance 0.245

#10 · Kolhapurcell 4800004023

distance 0.249

#11 · Dharashivcell 4880000537

distance 0.254 · cross-district

#12 · Kolhapurcell 4800004690

distance 0.26

#13 · Kolhapurcell 4800004243

distance 0.262

#14 · Kolhapurcell 4800004328

distance 0.263

#15 · Jalnacell 4790002765

distance 0.264 · cross-district

#16 · Laturcell 4810002836

distance 0.266 · cross-district

#17 · Parbhanicell 4890001871

distance 0.267 · cross-district

#18 · Yavatmalcell 5000003621

distance 0.268 · 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":4800004759}}}'

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.