Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005086

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005001

distance 0.263

#2 · Kolhapurcell 4800004487

distance 0.273

#3 · Kolhapurcell 4800004063

distance 0.285

#4 · Kolhapurcell 4800005003

distance 0.29

#5 · Kolhapurcell 4800005430

distance 0.291

#6 · Kolhapurcell 4800003987

distance 0.315

#7 · Kolhapurcell 4800006278

distance 0.329

#8 · Kolhapurcell 4800003494

distance 0.333

#9 · Kolhapurcell 4800004313

distance 0.346

#10 · Nashikcell 4870008470

distance 0.348 · cross-district

#11 · Kolhapurcell 4800005084

distance 0.351

#12 · Kolhapurcell 4800004648

distance 0.352

#13 · Kolhapurcell 4800004312

distance 0.357

#14 · Kolhapurcell 4800006328

distance 0.358

#15 · Kolhapurcell 4800004825

distance 0.36

#16 · Nashikcell 4870009981

distance 0.361 · cross-district

#17 · Nashikcell 4870001356

distance 0.361 · cross-district

#18 · Kolhapurcell 4800004227

distance 0.364

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":4800005086}}}'

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.