Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000046

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000042

distance 0.317

#2 · Kolhapurcell 4800000040

distance 0.323

#3 · Kolhapurcell 4800000026

distance 0.341

#4 · Kolhapurcell 4800000154

distance 0.351

#5 · Kolhapurcell 4800000066

distance 0.363

#6 · Kolhapurcell 4800000003

distance 0.371

#7 · Kolhapurcell 4800000245

distance 0.389

#8 · Kolhapurcell 4800000020

distance 0.39

#9 · Sindhudurgcell 4950000591

distance 0.393 · cross-district

#10 · Kolhapurcell 4800000041

distance 0.395

#11 · Raigadcell 4910002910

distance 0.396 · cross-district

#12 · Kolhapurcell 4800000156

distance 0.403

#13 · Kolhapurcell 4800000163

distance 0.403

#14 · Kolhapurcell 4800000000

distance 0.404

#15 · Raigadcell 4910002811

distance 0.405 · cross-district

#16 · Sindhudurgcell 4950000242

distance 0.405 · cross-district

#17 · Raigadcell 4910003177

distance 0.407 · cross-district

#18 · Kolhapurcell 4800000146

distance 0.409

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":4800000046}}}'

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.