Triple

T7666792
Position Surface form Disambiguated ID Type / Status
Subject Cengage Learning E173642 entity
Predicate brand P1500 FINISHED
Object South-Western
South-Western is an educational publishing imprint of Cengage Learning known for its textbooks and learning materials in business, economics, and related fields.
 E679183 NE FINISHED

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South-Western
Context triple: [Cengage Learning, brand, South-Western]
  • A. South Western
    South Western is a major British train operating company that provides passenger rail services across southwest London, Surrey, Hampshire, Dorset, and surrounding regions.
  • B. South West
    South West is a coastal region in the southwestern corner of Western Australia known for its forests, wineries, and popular tourist towns.
  • C. South West
    South West is a region of England encompassing counties such as Cornwall, Devon, Somerset, and Dorset, known for its coastline, rural landscapes, and cultural heritage.
  • D. South West
    South West is a London Assembly constituency covering parts of southwest London, including boroughs such as Hounslow, Richmond upon Thames, and Kingston upon Thames.
  • E. Suroeste
    Suroeste is a district of Santa Cruz de Tenerife known for its largely residential character and mix of urban and semi-rural areas on the island of Tenerife in Spain’s Canary Islands.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South-Western
Target entity description: South-Western is an educational publishing imprint of Cengage Learning known for its textbooks and learning materials in business, economics, and related fields.
  • A. South Western
    South Western is a major British train operating company that provides passenger rail services across southwest London, Surrey, Hampshire, Dorset, and surrounding regions.
  • B. South West
    South West is a coastal region in the southwestern corner of Western Australia known for its forests, wineries, and popular tourist towns.
  • C. South West
    South West is a region of England encompassing counties such as Cornwall, Devon, Somerset, and Dorset, known for its coastline, rural landscapes, and cultural heritage.
  • D. South West
    South West is a London Assembly constituency covering parts of southwest London, including boroughs such as Hounslow, Richmond upon Thames, and Kingston upon Thames.
  • E. Suroeste
    Suroeste is a district of Santa Cruz de Tenerife known for its largely residential character and mix of urban and semi-rural areas on the island of Tenerife in Spain’s Canary Islands.
  • F. None of above. chosen

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c699562484819086752091e3164a27 elicitation completed
NER batch_69c701c1383c8190ab5bf803bd6211a9 ner completed
NED1 batch_69c89b260000819088d744ea8dc53cd2 ned_source_triple completed
NED2 batch_69c89c698f2c8190b5d2717835bd1d82 ned_description completed
NEDg batch_69c89c037d188190ace1c5e80a43aba0 nedg completed
Created at: March 27, 2026, 4 p.m.