Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001919

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950002911

distance 0.169 · cross-district

#2 · Sindhudurgcell 4950002814

distance 0.187 · cross-district

#3 · Kolhapurcell 4800001863

distance 0.196

#4 · Sindhudurgcell 4950003105

distance 0.224 · cross-district

#5 · Sindhudurgcell 4950002813

distance 0.238 · cross-district

#6 · Sindhudurgcell 4950003007

distance 0.241 · cross-district

#7 · Sindhudurgcell 4950002411

distance 0.259 · cross-district

#8 · Sindhudurgcell 4950002564

distance 0.268 · cross-district

#9 · Sindhudurgcell 4950003057

distance 0.28 · cross-district

#10 · Sindhudurgcell 4950002665

distance 0.288 · cross-district

#11 · Sindhudurgcell 4950002263

distance 0.289 · cross-district

#12 · Sindhudurgcell 4950003155

distance 0.299 · cross-district

#13 · Sindhudurgcell 4950002360

distance 0.329 · cross-district

#14 · Sindhudurgcell 4950002715

distance 0.331 · cross-district

#15 · Sindhudurgcell 4950002102

distance 0.339 · cross-district

#16 · Sindhudurgcell 4950002562

distance 0.343 · cross-district

#17 · Ratnagiricell 4920003077

distance 0.348 · cross-district

#18 · Ratnagiricell 4920003331

distance 0.351 · 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":4800001919}}}'

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.