Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000998

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000754

distance 0.169

#2 · Kolhapurcell 4800001202

distance 0.197

#3 · Kolhapurcell 4800000493

distance 0.211

#4 · Kolhapurcell 4800001001

distance 0.214

#5 · Kolhapurcell 4800001143

distance 0.224

#6 · Kolhapurcell 4800000458

distance 0.227

#7 · Kolhapurcell 4800000893

distance 0.241

#8 · Kolhapurcell 4800000879

distance 0.254

#9 · Kolhapurcell 4800001073

distance 0.258

#10 · Kolhapurcell 4800000788

distance 0.258

#11 · Kolhapurcell 4800001203

distance 0.265

#12 · Kolhapurcell 4800000871

distance 0.269

#13 · Kolhapurcell 4800000425

distance 0.269

#14 · Kolhapurcell 4800000880

distance 0.27

#15 · Kolhapurcell 4800001028

distance 0.272

#16 · Kolhapurcell 4800001027

distance 0.273

#17 · Kolhapurcell 4800000870

distance 0.278

#18 · Kolhapurcell 4800000787

distance 0.28

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":4800000998}}}'

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.