Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006057

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

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000900

distance 0.119 · cross-district

#2 · Sanglicell 4930000599

distance 0.138 · cross-district

#3 · Sanglicell 4930001504

distance 0.142 · cross-district

#4 · Sanglicell 4930000898

distance 0.163 · cross-district

#5 · Kolhapurcell 4800005953

distance 0.168

#6 · Sanglicell 4930002836

distance 0.176 · cross-district

#7 · Sanglicell 4930002668

distance 0.179 · cross-district

#8 · Sanglicell 4930003702

distance 0.183 · cross-district

#9 · Sanglicell 4930000805

distance 0.183 · cross-district

#10 · Sanglicell 4930005063

distance 0.184 · cross-district

#11 · Kolhapurcell 4800004521

distance 0.188

#12 · Sanglicell 4930000791

distance 0.189 · cross-district

#13 · Sanglicell 4930001508

distance 0.19 · cross-district

#14 · Sanglicell 4930000899

distance 0.193 · cross-district

#15 · Kolhapurcell 4800005955

distance 0.193

#16 · Kolhapurcell 4800004612

distance 0.194

#17 · Sanglicell 4930000383

distance 0.197 · cross-district

#18 · Sanglicell 4930005306

distance 0.2 · 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":4800006057}}}'

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.