Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000177

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950000811

distance 0.173 · cross-district

#2 · Sindhudurgcell 4950000808

distance 0.181 · cross-district

#3 · Sindhudurgcell 4950000717

distance 0.188 · cross-district

#4 · Sindhudurgcell 4950000809

distance 0.195 · cross-district

#5 · Sindhudurgcell 4950000070

distance 0.196 · cross-district

#6 · Kolhapurcell 4800000118

distance 0.213

#7 · Kolhapurcell 4800000145

distance 0.225

#8 · Sindhudurgcell 4950000673

distance 0.229 · cross-district

#9 · Kolhapurcell 4800000117

distance 0.232

#10 · Raigadcell 4910003387

distance 0.235 · cross-district

#11 · Sindhudurgcell 4950000530

distance 0.238 · cross-district

#12 · Sindhudurgcell 4950000627

distance 0.248 · cross-district

#13 · Sindhudurgcell 4950000722

distance 0.248 · cross-district

#14 · Sindhudurgcell 4950000387

distance 0.252 · cross-district

#15 · Kolhapurcell 4800000096

distance 0.253

#16 · Raigadcell 4910003488

distance 0.264 · cross-district

#17 · Sindhudurgcell 4950000718

distance 0.267 · cross-district

#18 · Sindhudurgcell 4950000527

distance 0.268 · 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":4800000177}}}'

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.