Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005440

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.448

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005439

distance 0.448

#2 · Ratnagiricell 4920000467

distance 0.477 · cross-district

#3 · Kolhapurcell 4800006077

distance 0.505

#4 · Kolhapurcell 4800005358

distance 0.521

#5 · Ratnagiricell 4920000466

distance 0.534 · cross-district

#6 · Raigadcell 4910002667

distance 0.536 · cross-district

#7 · Ratnagiricell 4920002986

distance 0.541 · cross-district

#8 · Ratnagiricell 4920004590

distance 0.545 · cross-district

#9 · Kolhapurcell 4800004226

distance 0.552

#10 · Ratnagiricell 4920004428

distance 0.552 · cross-district

#11 · Raigadcell 4910003491

distance 0.552 · cross-district

#12 · Nashikcell 4870000433

distance 0.553 · cross-district

#13 · Ratnagiricell 4920006061

distance 0.556 · cross-district

#14 · Raigadcell 4910004045

distance 0.561 · cross-district

#15 · Raigadcell 4910002164

distance 0.562 · cross-district

#16 · Sindhudurgcell 4950002941

distance 0.566 · cross-district

#17 · Ratnagiricell 4920006060

distance 0.57 · cross-district

#18 · Ratnagiricell 4920004531

distance 0.574 · 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":4800005440}}}'

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.