Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004175

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870003570

distance 0.284 · cross-district

#2 · Kolhapurcell 4800004256

distance 0.295

#3 · Laturcell 4810003221

distance 0.304 · cross-district

#4 · Solapurcell 4960005511

distance 0.309 · cross-district

#5 · Kolhapurcell 4800004331

distance 0.316

#6 · Chhatrapati Sambhajinagarcell 4690002489

distance 0.322 · cross-district

#7 · Solapurcell 4960011718

distance 0.323 · cross-district

#8 · Ahmednagarcell 4660012912

distance 0.327 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002690

distance 0.331 · cross-district

#10 · Buldhanacell 4720005903

distance 0.335 · cross-district

#11 · Yavatmalcell 5000010095

distance 0.338 · cross-district

#12 · Parbhanicell 4890002851

distance 0.344 · cross-district

#13 · Kolhapurcell 4800004340

distance 0.348

#14 · Kolhapurcell 4800004501

distance 0.348

#15 · Nashikcell 4870011803

distance 0.352 · cross-district

#16 · Sanglicell 4930001139

distance 0.353 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003297

distance 0.358 · cross-district

#18 · Parbhanicell 4890002762

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":4800004175}}}'

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.