Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002147

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

0.91

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 4800002190

distance 0.227

#2 · Kolhapurcell 4800002044

distance 0.267

#3 · Kolhapurcell 4800001597

distance 0.287

#4 · Kolhapurcell 4800002370

distance 0.297

#5 · Kolhapurcell 4800002095

distance 0.304

#6 · Kolhapurcell 4800002478

distance 0.315

#7 · Kolhapurcell 4800001991

distance 0.326

#8 · Buldhanacell 4720002756

distance 0.328 · cross-district

#9 · Kolhapurcell 4800002479

distance 0.331

#10 · Ahmednagarcell 4660002997

distance 0.332 · cross-district

#11 · Kolhapurcell 4800002045

distance 0.337

#12 · Kolhapurcell 4800002285

distance 0.343

#13 · Kolhapurcell 4800001757

distance 0.344

#14 · Kolhapurcell 4800002424

distance 0.35

#15 · Kolhapurcell 4800001990

distance 0.351

#16 · Nashikcell 4870004206

distance 0.354 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004213

distance 0.357 · cross-district

#18 · Kolhapurcell 4800001313

distance 0.358

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":4800002147}}}'

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.