Triple

T12646679
Position Surface form Disambiguated ID Type / Status
Subject Barrier Highway E302042 entity
Predicate region P40 FINISHED
Object Outback South Australia
Outback South Australia is a vast, sparsely populated inland region known for its arid desert landscapes, remote communities, and iconic outback scenery.
 E998810 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Outback South Australia | Statement: [Barrier Highway, region, Outback South Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Outback South Australia
Context triple: [Barrier Highway, region, Outback South Australia]
  • A. Outback New South Wales
    Outback New South Wales is a vast, sparsely populated inland region of New South Wales known for its arid landscapes, mining towns, and iconic Australian outback scenery.
  • B. Wallaroo, South Australia
    Wallaroo, South Australia is a historic copper-mining and port town on the Yorke Peninsula that is now a popular coastal holiday destination.
  • C. Meningie, South Australia
    Meningie, South Australia is a small rural town on the shores of Lake Albert near the Coorong, known for its fishing, birdlife, and role as a gateway to the region’s wetlands.
  • D. Hindmarsh, South Australia
    Hindmarsh is an inner-western suburb of Adelaide, South Australia, known for its sports venues and proximity to the city centre.
  • E. Berri, South Australia
    Berri, South Australia is a small town in the Riverland region known for its irrigated agriculture and fruit-growing along the Murray River.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Outback South Australia
Triple: [Barrier Highway, region, Outback South Australia]
Generated description
Outback South Australia is a vast, sparsely populated inland region known for its arid desert landscapes, remote communities, and iconic outback scenery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Outback South Australia
Target entity description: Outback South Australia is a vast, sparsely populated inland region known for its arid desert landscapes, remote communities, and iconic outback scenery.
  • A. Outback New South Wales
    Outback New South Wales is a vast, sparsely populated inland region of New South Wales known for its arid landscapes, mining towns, and iconic Australian outback scenery.
  • B. Wallaroo, South Australia
    Wallaroo, South Australia is a historic copper-mining and port town on the Yorke Peninsula that is now a popular coastal holiday destination.
  • C. Meningie, South Australia
    Meningie, South Australia is a small rural town on the shores of Lake Albert near the Coorong, known for its fishing, birdlife, and role as a gateway to the region’s wetlands.
  • D. Hindmarsh, South Australia
    Hindmarsh is an inner-western suburb of Adelaide, South Australia, known for its sports venues and proximity to the city centre.
  • E. Berri, South Australia
    Berri, South Australia is a small town in the Riverland region known for its irrigated agriculture and fruit-growing along the Murray River.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d7bdec9f9c8190b4bac675b7588211 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9614cefdc81908cfc4a4d04aa6eda completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6719a45d881908dd895836a225781 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6751f79148190a1735abf489fd106 completed May 2, 2026, 10:05 p.m.
NED2 Entity disambiguation (via description) batch_69f675c42fec8190b60751c0db88f3b6 completed May 2, 2026, 10:08 p.m.
Created at: April 9, 2026, 5:17 p.m.