Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005533

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005617

distance 0.101

#2 · Buldhanacell 4720000962

distance 0.168 · cross-district

#3 · Beedcell 4700001276

distance 0.171 · cross-district

#4 · Kolhapurcell 4800005532

distance 0.179

#5 · Jalnacell 4790003826

distance 0.181 · cross-district

#6 · Beedcell 4700001452

distance 0.184 · cross-district

#7 · Beedcell 4700000556

distance 0.184 · cross-district

#8 · Laturcell 4810000578

distance 0.185 · cross-district

#9 · Beedcell 4700008512

distance 0.185 · cross-district

#10 · Dharashivcell 4880001253

distance 0.187 · cross-district

#11 · Beedcell 4700001922

distance 0.19 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006027

distance 0.19 · cross-district

#13 · Kolhapurcell 4800005764

distance 0.19

#14 · Beedcell 4700007346

distance 0.19 · cross-district

#15 · Beedcell 4700008359

distance 0.191 · cross-district

#16 · Beedcell 4700000784

distance 0.191 · cross-district

#17 · Sanglicell 4930000558

distance 0.191 · cross-district

#18 · Beedcell 4700000457

distance 0.192 · cross-district

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":4800005533}}}'

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.