Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000817

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004833

distance 0.283 · cross-district

#2 · Kolhapurcell 4800001263

distance 0.306

#3 · Kolhapurcell 4800004163

distance 0.317

#4 · Chhatrapati Sambhajinagarcell 4690005003

distance 0.32 · cross-district

#5 · Yavatmalcell 5000009652

distance 0.327 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005778

distance 0.33 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690003616

distance 0.339 · cross-district

#8 · Kolhapurcell 4800001962

distance 0.34

#9 · Sanglicell 4930003052

distance 0.344 · cross-district

#10 · Wardhacell 4980003934

distance 0.351 · cross-district

#11 · Nagpurcell 4840002799

distance 0.351 · cross-district

#12 · Yavatmalcell 5000010402

distance 0.358 · cross-district

#13 · Kolhapurcell 4800003935

distance 0.358

#14 · Sanglicell 4930001058

distance 0.359 · cross-district

#15 · Yavatmalcell 5000010764

distance 0.359 · cross-district

#16 · Kolhapurcell 4800004945

distance 0.36

#17 · Sanglicell 4930003423

distance 0.36 · cross-district

#18 · Solapurcell 4960003960

distance 0.361 · 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":4800000817}}}'

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.