Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005898

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001578

distance 0.179 · cross-district

#2 · Sanglicell 4930000170

distance 0.18 · cross-district

#3 · Sanglicell 4930002532

distance 0.189 · cross-district

#4 · Kolhapurcell 4800005613

distance 0.198

#5 · Sanglicell 4930000755

distance 0.201 · cross-district

#6 · Kolhapurcell 4800005903

distance 0.203

#7 · Sanglicell 4930003573

distance 0.205 · cross-district

#8 · Sanglicell 4930005857

distance 0.219 · cross-district

#9 · Beedcell 4700001711

distance 0.223 · cross-district

#10 · Sanglicell 4930000131

distance 0.223 · cross-district

#11 · Sanglicell 4930001155

distance 0.224 · cross-district

#12 · Sanglicell 4930002071

distance 0.224 · cross-district

#13 · Beedcell 4700001559

distance 0.226 · cross-district

#14 · Dharashivcell 4880006292

distance 0.226 · cross-district

#15 · Sanglicell 4930000627

distance 0.227 · cross-district

#16 · Sanglicell 4930003229

distance 0.227 · cross-district

#17 · Beedcell 4700002024

distance 0.227 · cross-district

#18 · Sanglicell 4930000915

distance 0.227 · 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":4800005898}}}'

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.