Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006331

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

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006229

distance 0.186

#2 · Kolhapurcell 4800006037

distance 0.203

#3 · Kolhapurcell 4800006340

distance 0.208

#4 · Kolhapurcell 4800006341

distance 0.224

#5 · Sanglicell 4930001105

distance 0.229 · cross-district

#6 · Kolhapurcell 4800005986

distance 0.236

#7 · Kolhapurcell 4800006047

distance 0.244

#8 · Kolhapurcell 4800006338

distance 0.245

#9 · Kolhapurcell 4800003659

distance 0.247

#10 · Kolhapurcell 4800005991

distance 0.248

#11 · Kolhapurcell 4800006223

distance 0.254

#12 · Kolhapurcell 4800006034

distance 0.255

#13 · Kolhapurcell 4800006106

distance 0.259

#14 · Sanglicell 4930003853

distance 0.262 · cross-district

#15 · Kolhapurcell 4800006370

distance 0.262

#16 · Sanglicell 4930002141

distance 0.263 · cross-district

#17 · Kolhapurcell 4800006159

distance 0.264

#18 · Sanglicell 4930003685

distance 0.267 · 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":4800006331}}}'

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.