Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000357

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000388

distance 0.134

#2 · Kolhapurcell 4800001154

distance 0.244

#3 · Kolhapurcell 4800000776

distance 0.25

#4 · Kolhapurcell 4800001155

distance 0.27

#5 · Kolhapurcell 4800001217

distance 0.307

#6 · Kolhapurcell 4800001892

distance 0.316

#7 · Chhatrapati Sambhajinagarcell 4690004389

distance 0.322 · cross-district

#8 · Kolhapurcell 4800002208

distance 0.339

#9 · Kolhapurcell 4800000356

distance 0.344

#10 · Kolhapurcell 4800000449

distance 0.345

#11 · Kolhapurcell 4800002055

distance 0.345

#12 · Kolhapurcell 4800002436

distance 0.347

#13 · Kolhapurcell 4800001459

distance 0.347

#14 · Kolhapurcell 4800005274

distance 0.349

#15 · Kolhapurcell 4800002001

distance 0.349

#16 · Chhatrapati Sambhajinagarcell 4690003617

distance 0.351 · cross-district

#17 · Kolhapurcell 4800001504

distance 0.351

#18 · Kolhapurcell 4800001505

distance 0.352

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":4800000357}}}'

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.