Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000593

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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004870

distance 0.282 · cross-district

#2 · Kolhapurcell 4800000743

distance 0.314

#3 · Kolhapurcell 4800001404

distance 0.317

#4 · Kolhapurcell 4800002124

distance 0.327

#5 · Kolhapurcell 4800001834

distance 0.328

#6 · Parbhanicell 4890005140

distance 0.328 · cross-district

#7 · Jalnacell 4790005630

distance 0.33 · cross-district

#8 · Yavatmalcell 5000011407

distance 0.332 · cross-district

#9 · Sanglicell 4930002216

distance 0.339 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001208

distance 0.342 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004651

distance 0.344 · cross-district

#12 · Wardhacell 4980001655

distance 0.345 · cross-district

#13 · Solapurcell 4960005306

distance 0.347 · cross-district

#14 · Solapurcell 4960002360

distance 0.35 · cross-district

#15 · Parbhanicell 4890001337

distance 0.352 · cross-district

#16 · Bhandaracell 4710001226

distance 0.353 · cross-district

#17 · Beedcell 4700004515

distance 0.357 · cross-district

#18 · Hingolicell 4770003732

distance 0.359 · 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":4800000593}}}'

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.