Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001161

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001052

distance 0.283

#2 · Parbhanicell 4890004807

distance 0.315 · cross-district

#3 · Buldhanacell 4720000474

distance 0.343 · cross-district

#4 · Amravaticell 4680009165

distance 0.348 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002179

distance 0.357 · cross-district

#6 · Yavatmalcell 5000009919

distance 0.359 · cross-district

#7 · Kolhapurcell 4800001894

distance 0.361

#8 · Buldhanacell 4720005522

distance 0.363 · cross-district

#9 · Washimcell 4990001083

distance 0.364 · cross-district

#10 · Kolhapurcell 4800001217

distance 0.364

#11 · Chhatrapati Sambhajinagarcell 4690001447

distance 0.369 · cross-district

#12 · Buldhanacell 4720006014

distance 0.369 · cross-district

#13 · Kolhapurcell 4800001631

distance 0.371

#14 · Solapurcell 4960004098

distance 0.373 · cross-district

#15 · Nagpurcell 4840000820

distance 0.375 · cross-district

#16 · Beedcell 4700005426

distance 0.376 · cross-district

#17 · Kolhapurcell 4800001729

distance 0.376

#18 · Beedcell 4700009009

distance 0.378 · 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":4800001161}}}'

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.