Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001687

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001781

distance 0.155

#2 · Kolhapurcell 4800001519

distance 0.168

#3 · Kolhapurcell 4800002026

distance 0.187

#4 · Kolhapurcell 4800001688

distance 0.195

#5 · Kolhapurcell 4800001896

distance 0.196

#6 · Kolhapurcell 4800001839

distance 0.206

#7 · Kolhapurcell 4800002008

distance 0.213

#8 · Kolhapurcell 4800001954

distance 0.217

#9 · Kolhapurcell 4800001455

distance 0.218

#10 · Kolhapurcell 4800001690

distance 0.222

#11 · Kolhapurcell 4800002065

distance 0.226

#12 · Kolhapurcell 4800002122

distance 0.23

#13 · Kolhapurcell 4800002534

distance 0.231

#14 · Beedcell 4700006767

distance 0.234 · cross-district

#15 · Kolhapurcell 4800001281

distance 0.235

#16 · Kolhapurcell 4800001782

distance 0.237

#17 · Beedcell 4700005047

distance 0.241 · cross-district

#18 · Sanglicell 4930004805

distance 0.242 · 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":4800001687}}}'

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.