Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000268

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000270

distance 0.152

#2 · Sindhudurgcell 4950000863

distance 0.217 · cross-district

#3 · Sindhudurgcell 4950000854

distance 0.252 · cross-district

#4 · Sindhudurgcell 4950000853

distance 0.299 · cross-district

#5 · Punecell 4900004192

distance 0.341 · cross-district

#6 · Sindhudurgcell 4950000864

distance 0.349 · cross-district

#7 · Kolhapurcell 4800000421

distance 0.349

#8 · Kolhapurcell 4800000297

distance 0.354

#9 · Kolhapurcell 4800000559

distance 0.358

#10 · Raigadcell 4910001258

distance 0.359 · cross-district

#11 · Kolhapurcell 4800000453

distance 0.361

#12 · Kolhapurcell 4800000866

distance 0.361

#13 · Kolhapurcell 4800000943

distance 0.364

#14 · Raigadcell 4910002462

distance 0.365 · cross-district

#15 · Kolhapurcell 4800000902

distance 0.365

#16 · Kolhapurcell 4800000865

distance 0.365

#17 · Kolhapurcell 4800000671

distance 0.366

#18 · Kolhapurcell 4800000454

distance 0.367

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":4800000268}}}'

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.