Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005614

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005691

distance 0.127

#2 · Kolhapurcell 4800005829

distance 0.152

#3 · Sanglicell 4930003062

distance 0.157 · cross-district

#4 · Kolhapurcell 4800005531

distance 0.169

#5 · Sanglicell 4930003756

distance 0.172 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002056

distance 0.175 · cross-district

#7 · Kolhapurcell 4800005689

distance 0.185

#8 · Kolhapurcell 4800005619

distance 0.186

#9 · Sanglicell 4930002892

distance 0.186 · cross-district

#10 · Sanglicell 4930002046

distance 0.187 · cross-district

#11 · Sanglicell 4930002040

distance 0.187 · cross-district

#12 · Sanglicell 4930001892

distance 0.189 · cross-district

#13 · Kolhapurcell 4800004585

distance 0.194

#14 · Sanglicell 4930000366

distance 0.194 · cross-district

#15 · Sanglicell 4930000962

distance 0.194 · cross-district

#16 · Sanglicell 4930000322

distance 0.198 · cross-district

#17 · Sanglicell 4930001714

distance 0.198 · cross-district

#18 · Kolhapurcell 4800005442

distance 0.198

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":4800005614}}}'

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.