Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004852

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000329

distance 0.221 · cross-district

#2 · Kolhapurcell 4800005465

distance 0.304

#3 · Kolhapurcell 4800005460

distance 0.315

#4 · Kolhapurcell 4800004937

distance 0.318

#5 · Sanglicell 4930001386

distance 0.323 · cross-district

#6 · Sanglicell 4930003398

distance 0.333 · cross-district

#7 · Kolhapurcell 4800004777

distance 0.338

#8 · Kolhapurcell 4800004685

distance 0.339

#9 · Kolhapurcell 4800003866

distance 0.344

#10 · Nagpurcell 4840002329

distance 0.348 · cross-district

#11 · Kolhapurcell 4800005782

distance 0.349

#12 · Kolhapurcell 4800005379

distance 0.363

#13 · Kolhapurcell 4800004768

distance 0.368

#14 · Laturcell 4810000417

distance 0.369 · cross-district

#15 · Kolhapurcell 4800005028

distance 0.37

#16 · Kolhapurcell 4800004858

distance 0.372

#17 · Sanglicell 4930002703

distance 0.373 · cross-district

#18 · Kolhapurcell 4800005115

distance 0.376

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":4800004852}}}'

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.