Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004339

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004680

distance 0.255

#2 · Laturcell 4810003062

distance 0.366 · cross-district

#3 · Kolhapurcell 4800004423

distance 0.369

#4 · Kolhapurcell 4800003537

distance 0.373

#5 · Solapurcell 4960005301

distance 0.38 · cross-district

#6 · Amravaticell 4680001947

distance 0.382 · cross-district

#7 · Parbhanicell 4890002758

distance 0.389 · cross-district

#8 · Kolhapurcell 4800004174

distance 0.392

#9 · Kolhapurcell 4800004019

distance 0.402

#10 · Kolhapurcell 4800003943

distance 0.405

#11 · Kolhapurcell 4800004510

distance 0.409

#12 · Kolhapurcell 4800002293

distance 0.412

#13 · Kolhapurcell 4800005833

distance 0.416

#14 · Beedcell 4700005259

distance 0.422 · cross-district

#15 · Nagpurcell 4840002899

distance 0.426 · cross-district

#16 · Wardhacell 4980002458

distance 0.432 · cross-district

#17 · Yavatmalcell 5000008945

distance 0.434 · cross-district

#18 · Solapurcell 4960005507

distance 0.435 · 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":4800004339}}}'

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.