Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004565

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

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005185

distance 0.257

#2 · Kolhapurcell 4800005675

distance 0.268

#3 · Kolhapurcell 4800004398

distance 0.296

#4 · Kolhapurcell 4800004661

distance 0.302

#5 · Kolhapurcell 4800005003

distance 0.308

#6 · Nashikcell 4870010753

distance 0.308 · cross-district

#7 · Kolhapurcell 4800004063

distance 0.318

#8 · Kolhapurcell 4800005510

distance 0.326

#9 · Kolhapurcell 4800004062

distance 0.329

#10 · Kolhapurcell 4800005430

distance 0.332

#11 · Kolhapurcell 4800004470

distance 0.333

#12 · Kolhapurcell 4800005182

distance 0.34

#13 · Kolhapurcell 4800005342

distance 0.34

#14 · Kolhapurcell 4800005818

distance 0.34

#15 · Sanglicell 4930002815

distance 0.34 · cross-district

#16 · Kolhapurcell 4800004649

distance 0.341

#17 · Kolhapurcell 4800005819

distance 0.343

#18 · Kolhapurcell 4800004312

distance 0.347

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":4800004565}}}'

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.