Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005795

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005728

distance 0.249

#2 · Kolhapurcell 4800005485

distance 0.265

#3 · Kolhapurcell 4800005497

distance 0.315

#4 · Kolhapurcell 4800004813

distance 0.325

#5 · Kolhapurcell 4800005496

distance 0.336

#6 · Kolhapurcell 4800004814

distance 0.346

#7 · Kolhapurcell 4800005160

distance 0.36

#8 · Kolhapurcell 4800006418

distance 0.36

#9 · Kolhapurcell 4800005407

distance 0.36

#10 · Kolhapurcell 4800006419

distance 0.363

#11 · Kolhapurcell 4800006406

distance 0.364

#12 · Kolhapurcell 4800005580

distance 0.364

#13 · Kolhapurcell 4800006396

distance 0.365

#14 · Kolhapurcell 4800006166

distance 0.367

#15 · Thanecell 4970002786

distance 0.372 · cross-district

#16 · Kolhapurcell 4800002554

distance 0.373

#17 · Thanecell 4970003000

distance 0.374 · cross-district

#18 · Kolhapurcell 4800005660

distance 0.377

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":4800005795}}}'

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.