Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004821

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004305

distance 0.039

#2 · Kolhapurcell 4800004819

distance 0.05

#3 · Kolhapurcell 4800004822

distance 0.051

#4 · Kolhapurcell 4800004392

distance 0.059

#5 · Kolhapurcell 4800005334

distance 0.07

#6 · Kolhapurcell 4800004304

distance 0.072

#7 · Kolhapurcell 4800005166

distance 0.072

#8 · Kolhapurcell 4800004391

distance 0.079

#9 · Kolhapurcell 4800004217

distance 0.082

#10 · Kolhapurcell 4800005583

distance 0.082

#11 · Kolhapurcell 4800004740

distance 0.085

#12 · Kolhapurcell 4800004474

distance 0.087

#13 · Kolhapurcell 4800004906

distance 0.088

#14 · Kolhapurcell 4800004730

distance 0.088

#15 · Kolhapurcell 4800004299

distance 0.092

#16 · Kolhapurcell 4800004820

distance 0.095

#17 · Kolhapurcell 4800004817

distance 0.095

#18 · Kolhapurcell 4800004481

distance 0.099

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":4800004821}}}'

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.