Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005189

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004409

distance 0.185

#2 · Sanglicell 4930001432

distance 0.25 · cross-district

#3 · Kolhapurcell 4800004777

distance 0.256

#4 · Kolhapurcell 4800005292

distance 0.26

#5 · Kolhapurcell 4800005441

distance 0.267

#6 · Kolhapurcell 4800004028

distance 0.268

#7 · Kolhapurcell 4800005101

distance 0.268

#8 · Sanglicell 4930000155

distance 0.269 · cross-district

#9 · Solapurcell 4960004098

distance 0.272 · cross-district

#10 · Kolhapurcell 4800004242

distance 0.272

#11 · Ahmednagarcell 4660009615

distance 0.274 · cross-district

#12 · Jalnacell 4790003472

distance 0.276 · cross-district

#13 · Laturcell 4810002696

distance 0.277 · cross-district

#14 · Sanglicell 4930002391

distance 0.279 · cross-district

#15 · Yavatmalcell 5000003608

distance 0.281 · cross-district

#16 · Washimcell 4990001506

distance 0.284 · cross-district

#17 · Kolhapurcell 4800005190

distance 0.287

#18 · Ahmednagarcell 4660004027

distance 0.287 · 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":4800005189}}}'

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.