Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003539

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003541

distance 0.174

#2 · Kolhapurcell 4800003602

distance 0.179

#3 · Kolhapurcell 4800003540

distance 0.187

#4 · Beedcell 4700005683

distance 0.205 · cross-district

#5 · Kolhapurcell 4800003266

distance 0.206

#6 · Kolhapurcell 4800003816

distance 0.207

#7 · Kolhapurcell 4800003171

distance 0.209

#8 · Kolhapurcell 4800002932

distance 0.215

#9 · Kolhapurcell 4800003650

distance 0.218

#10 · Kolhapurcell 4800003007

distance 0.22

#11 · Kolhapurcell 4800002625

distance 0.221

#12 · Kolhapurcell 4800003406

distance 0.223

#13 · Kolhapurcell 4800003595

distance 0.224

#14 · Kolhapurcell 4800003793

distance 0.23

#15 · Kolhapurcell 4800002933

distance 0.239

#16 · Punecell 4900001606

distance 0.239 · cross-district

#17 · Kolhapurcell 4800003425

distance 0.243

#18 · Kolhapurcell 4800003369

distance 0.245

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":4800003539}}}'

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.