Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004989

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.319

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004140

distance 0.319

#2 · Nashikcell 4870010235

distance 0.326 · cross-district

#3 · Kolhapurcell 4800005073

distance 0.33

#4 · Kolhapurcell 4800004905

distance 0.333

#5 · Kolhapurcell 4800004904

distance 0.338

#6 · Kolhapurcell 4800004482

distance 0.34

#7 · Kolhapurcell 4800005804

distance 0.343

#8 · Kolhapurcell 4800005352

distance 0.343

#9 · Kolhapurcell 4800003911

distance 0.347

#10 · Kolhapurcell 4800005423

distance 0.351

#11 · Kolhapurcell 4800005253

distance 0.355

#12 · Kolhapurcell 4800002764

distance 0.36

#13 · Kolhapurcell 4800005424

distance 0.36

#14 · Kolhapurcell 4800002899

distance 0.362

#15 · Kolhapurcell 4800005673

distance 0.364

#16 · Kolhapurcell 4800004384

distance 0.367

#17 · Kolhapurcell 4800004643

distance 0.367

#18 · Raigadcell 4910001618

distance 0.37 · 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":4800004989}}}'

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.