Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005607

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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005683

distance 0.217

#2 · Kolhapurcell 4800005813

distance 0.222

#3 · Kolhapurcell 4800004649

distance 0.222

#4 · Kolhapurcell 4800005605

distance 0.23

#5 · Kolhapurcell 4800005681

distance 0.245

#6 · Kolhapurcell 4800005752

distance 0.247

#7 · Kolhapurcell 4800005003

distance 0.247

#8 · Nashikcell 4870009990

distance 0.259 · cross-district

#9 · Kolhapurcell 4800005757

distance 0.26

#10 · Kolhapurcell 4800005342

distance 0.26

#11 · Kolhapurcell 4800005606

distance 0.265

#12 · Kolhapurcell 4800005270

distance 0.266

#13 · Kolhapurcell 4800005510

distance 0.268

#14 · Kolhapurcell 4800005809

distance 0.272

#15 · Nashikcell 4870009590

distance 0.274 · cross-district

#16 · Nashikcell 4870009855

distance 0.278 · cross-district

#17 · Kolhapurcell 4800004832

distance 0.278

#18 · Kolhapurcell 4800006225

distance 0.279

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":4800005607}}}'

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.