Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005065

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005241

distance 0.227

#2 · Ratnagiricell 4920001192

distance 0.247 · cross-district

#3 · Kolhapurcell 4800005324

distance 0.335

#4 · Kolhapurcell 4800005492

distance 0.343

#5 · Kolhapurcell 4800005245

distance 0.36

#6 · Kolhapurcell 4800005974

distance 0.366

#7 · Kolhapurcell 4800005243

distance 0.366

#8 · Ratnagiricell 4920000393

distance 0.372 · cross-district

#9 · Kolhapurcell 4800005575

distance 0.397

#10 · Kolhapurcell 4800005973

distance 0.398

#11 · Kolhapurcell 4800005491

distance 0.398

#12 · Kolhapurcell 4800005158

distance 0.404

#13 · Kolhapurcell 4800005577

distance 0.405

#14 · Kolhapurcell 4800005574

distance 0.406

#15 · Ratnagiricell 4920000900

distance 0.408 · cross-district

#16 · Kolhapurcell 4800006032

distance 0.408

#17 · Ratnagiricell 4920001327

distance 0.409 · cross-district

#18 · Raigadcell 4910004238

distance 0.415 · 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":4800005065}}}'

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.