Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003880

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004439

distance 0.343

#2 · Kolhapurcell 4800004710

distance 0.346

#3 · Laturcell 4810003373

distance 0.356 · cross-district

#4 · Kolhapurcell 4800004276

distance 0.356

#5 · Amravaticell 4680002486

distance 0.37 · cross-district

#6 · Kolhapurcell 4800004501

distance 0.372

#7 · Kolhapurcell 4800005139

distance 0.377

#8 · Nashikcell 4870011803

distance 0.377 · cross-district

#9 · Kolhapurcell 4800004699

distance 0.381

#10 · Jalgaoncell 4780006368

distance 0.386 · cross-district

#11 · Solapurcell 4960009732

distance 0.393 · cross-district

#12 · Sataracell 4940000830

distance 0.394 · cross-district

#13 · Chandrapurcell 4730003694

distance 0.402 · cross-district

#14 · Beedcell 4700001343

distance 0.404 · cross-district

#15 · Amravaticell 4680005639

distance 0.405 · cross-district

#16 · Sataracell 4940008441

distance 0.405 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003299

distance 0.409 · cross-district

#18 · Amravaticell 4680006882

distance 0.41 · 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":4800003880}}}'

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.