Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003546

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003551

distance 0.122

#2 · Kolhapurcell 4800003674

distance 0.148

#3 · Kolhapurcell 4800003608

distance 0.164

#4 · Kolhapurcell 4800003549

distance 0.181

#5 · Sanglicell 4930004232

distance 0.192 · cross-district

#6 · Kolhapurcell 4800003430

distance 0.194

#7 · Kolhapurcell 4800003550

distance 0.2

#8 · Kolhapurcell 4800003681

distance 0.207

#9 · Kolhapurcell 4800003545

distance 0.209

#10 · Sanglicell 4930000286

distance 0.22 · cross-district

#11 · Kolhapurcell 4800003675

distance 0.221

#12 · Kolhapurcell 4800003894

distance 0.223

#13 · Punecell 4900004033

distance 0.226 · cross-district

#14 · Solapurcell 4960011458

distance 0.229 · cross-district

#15 · Sanglicell 4930004237

distance 0.235 · cross-district

#16 · Kolhapurcell 4800003488

distance 0.239

#17 · Kolhapurcell 4800004542

distance 0.24

#18 · Kolhapurcell 4800003814

distance 0.241

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":4800003546}}}'

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.