Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003274

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003431

distance 0.193

#2 · Sindhudurgcell 4950003879

distance 0.236 · cross-district

#3 · Sindhudurgcell 4950003940

distance 0.249 · cross-district

#4 · Kolhapurcell 4800003433

distance 0.27

#5 · Sindhudurgcell 4950004245

distance 0.274 · cross-district

#6 · Sindhudurgcell 4950004189

distance 0.282 · cross-district

#7 · Sindhudurgcell 4950003823

distance 0.303 · cross-district

#8 · Sindhudurgcell 4950004254

distance 0.308 · cross-district

#9 · Sindhudurgcell 4950004210

distance 0.309 · cross-district

#10 · Ratnagiricell 4920000200

distance 0.314 · cross-district

#11 · Sindhudurgcell 4950004103

distance 0.323 · cross-district

#12 · Sindhudurgcell 4950003724

distance 0.328 · cross-district

#13 · Kolhapurcell 4800003683

distance 0.329

#14 · Sindhudurgcell 4950004205

distance 0.332 · cross-district

#15 · Kolhapurcell 4800003432

distance 0.332

#16 · Kolhapurcell 4800003327

distance 0.335

#17 · Sindhudurgcell 4950003672

distance 0.338 · cross-district

#18 · Sindhudurgcell 4950004244

distance 0.342 · 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":4800003274}}}'

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.