Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004407

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004490

distance 0.224

#2 · Kolhapurcell 4800004493

distance 0.237

#3 · Kolhapurcell 4800004323

distance 0.247

#4 · Kolhapurcell 4800004492

distance 0.263

#5 · Kolhapurcell 4800004491

distance 0.286

#6 · Kolhapurcell 4800005179

distance 0.294

#7 · Kolhapurcell 4800004077

distance 0.295

#8 · Kolhapurcell 4800004486

distance 0.31

#9 · Kolhapurcell 4800005684

distance 0.312

#10 · Kolhapurcell 4800004081

distance 0.32

#11 · Kolhapurcell 4800004158

distance 0.331

#12 · Kolhapurcell 4800004406

distance 0.336

#13 · Nashikcell 4870001543

distance 0.336 · cross-district

#14 · Kolhapurcell 4800003575

distance 0.348

#15 · Kolhapurcell 4800002863

distance 0.351

#16 · Kolhapurcell 4800002855

distance 0.353

#17 · Kolhapurcell 4800003926

distance 0.353

#18 · Kolhapurcell 4800002759

distance 0.358

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":4800004407}}}'

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.