Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004603

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004591

distance 0.35

#2 · Kolhapurcell 4800004939

distance 0.367

#3 · Kolhapurcell 4800004515

distance 0.378

#4 · Dharashivcell 4880006363

distance 0.381 · cross-district

#5 · Kolhapurcell 4800004933

distance 0.385

#6 · Solapurcell 4960007731

distance 0.389 · cross-district

#7 · Kolhapurcell 4800004761

distance 0.393

#8 · Beedcell 4700007911

distance 0.396 · cross-district

#9 · Sanglicell 4930000719

distance 0.397 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000232

distance 0.402 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690000842

distance 0.403 · cross-district

#12 · Wardhacell 4980001751

distance 0.403 · cross-district

#13 · Kolhapurcell 4800004182

distance 0.405

#14 · Amravaticell 4680001961

distance 0.41 · cross-district

#15 · Dharashivcell 4880002282

distance 0.411 · cross-district

#16 · Solapurcell 4960005872

distance 0.412 · cross-district

#17 · Laturcell 4810003153

distance 0.413 · cross-district

#18 · Jalnacell 4790001236

distance 0.413 · 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":4800004603}}}'

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.