Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001903

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

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001904

distance 0.193

#2 · Kolhapurcell 4800004957

distance 0.286

#3 · Kolhapurcell 4800003932

distance 0.298

#4 · Chhatrapati Sambhajinagarcell 4690002797

distance 0.299 · cross-district

#5 · Amravaticell 4680001509

distance 0.303 · cross-district

#6 · Laturcell 4810003662

distance 0.307 · cross-district

#7 · Laturcell 4810004550

distance 0.314 · cross-district

#8 · Kolhapurcell 4800004601

distance 0.325

#9 · Chhatrapati Sambhajinagarcell 4690003900

distance 0.342 · cross-district

#10 · Kolhapurcell 4800004609

distance 0.343

#11 · Solapurcell 4960005056

distance 0.345 · cross-district

#12 · Ahmednagarcell 4660004950

distance 0.35 · cross-district

#13 · Punecell 4900002353

distance 0.351 · cross-district

#14 · Kolhapurcell 4800001895

distance 0.354

#15 · Gadchirolicell 4750009151

distance 0.354 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690003687

distance 0.357 · cross-district

#17 · Solapurcell 4960005510

distance 0.36 · cross-district

#18 · Ahmednagarcell 4660003031

distance 0.36 · 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":4800001903}}}'

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.