Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005535

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000250

distance 0.24 · cross-district

#2 · Beedcell 4700006636

distance 0.249 · cross-district

#3 · Laturcell 4810004510

distance 0.25 · cross-district

#4 · Beedcell 4700002187

distance 0.275 · cross-district

#5 · Kolhapurcell 4800003866

distance 0.278

#6 · Beedcell 4700003661

distance 0.281 · cross-district

#7 · Kolhapurcell 4800004841

distance 0.283

#8 · Sanglicell 4930000313

distance 0.286 · cross-district

#9 · Solapurcell 4960004555

distance 0.286 · cross-district

#10 · Solapurcell 4960012317

distance 0.286 · cross-district

#11 · Hingolicell 4770000491

distance 0.286 · cross-district

#12 · Sanglicell 4930001283

distance 0.288 · cross-district

#13 · Sanglicell 4930002691

distance 0.289 · cross-district

#14 · Solapurcell 4960006419

distance 0.289 · cross-district

#15 · Kolhapurcell 4800005893

distance 0.29

#16 · Dharashivcell 4880000335

distance 0.291 · cross-district

#17 · Sanglicell 4930003072

distance 0.293 · cross-district

#18 · Sanglicell 4930002703

distance 0.293 · 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":4800005535}}}'

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.