Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005569

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005571

distance 0.218

#2 · Kolhapurcell 4800004467

distance 0.259

#3 · Kolhapurcell 4800005070

distance 0.284

#4 · Kolhapurcell 4800003901

distance 0.295

#5 · Kolhapurcell 4800004466

distance 0.313

#6 · Kolhapurcell 4800005650

distance 0.32

#7 · Kolhapurcell 4800005237

distance 0.34

#8 · Kolhapurcell 4800003758

distance 0.365

#9 · Palgharcell 6650001587

distance 0.372 · cross-district

#10 · Nashikcell 4870007874

distance 0.375 · cross-district

#11 · Ratnagiricell 4920001001

distance 0.376 · cross-district

#12 · Kolhapurcell 4800004812

distance 0.379

#13 · Nashikcell 4870006257

distance 0.386 · cross-district

#14 · Nashikcell 4870007154

distance 0.386 · cross-district

#15 · Thanecell 4970002597

distance 0.389 · cross-district

#16 · Sindhudurgcell 4950003273

distance 0.39 · cross-district

#17 · Kolhapurcell 4800004380

distance 0.391

#18 · Nashikcell 4870007587

distance 0.401 · 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":4800005569}}}'

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.