Triple

T7515640
Position Surface form Disambiguated ID Type / Status
Subject South Eastern Highlands E177633 entity
Predicate borderedBy P224 FINISHED
Object NSW South Western Slopes bioregion
The NSW South Western Slopes bioregion is a temperate ecological region of New South Wales characterized by undulating slopes, woodlands, and agricultural landscapes on the inland side of the Great Dividing Range.
E670320 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: NSW South Western Slopes bioregion | Statement: [South Eastern Highlands, borderedBy, NSW South Western Slopes bioregion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NSW South Western Slopes bioregion
Context triple: [South Eastern Highlands, borderedBy, NSW South Western Slopes bioregion]
  • A. Queanbeyan–Palerang region
    The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
  • B. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • C. Illawarra region
    The Illawarra region is a coastal area of New South Wales, Australia, known for its escarpment-backed beaches, heavy industry, and the city of Wollongong.
  • D. Murray and Mallee region
    The Murray and Mallee region is a rural area of South Australia known for its Murray River landscapes, dryland Mallee farming, and agricultural communities.
  • E. Western Downs Region
    Western Downs Region is a local government area in Queensland, Australia, known for its extensive agricultural production, energy industries, and rural communities.
  • 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: NSW South Western Slopes bioregion
Triple: [South Eastern Highlands, borderedBy, NSW South Western Slopes bioregion]
Generated description
The NSW South Western Slopes bioregion is a temperate ecological region of New South Wales characterized by undulating slopes, woodlands, and agricultural landscapes on the inland side of the Great Dividing Range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NSW South Western Slopes bioregion
Target entity description: The NSW South Western Slopes bioregion is a temperate ecological region of New South Wales characterized by undulating slopes, woodlands, and agricultural landscapes on the inland side of the Great Dividing Range.
  • A. Queanbeyan–Palerang region
    The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
  • B. Riverina region
    The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
  • C. Illawarra region
    The Illawarra region is a coastal area of New South Wales, Australia, known for its escarpment-backed beaches, heavy industry, and the city of Wollongong.
  • D. Murray and Mallee region
    The Murray and Mallee region is a rural area of South Australia known for its Murray River landscapes, dryland Mallee farming, and agricultural communities.
  • E. Western Downs Region
    Western Downs Region is a local government area in Queensland, Australia, known for its extensive agricultural production, energy industries, and rural communities.
  • 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5f44dd48190b2b093aab9a196c8 completed March 27, 2026, 9:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8461d4dbc8190b921666fa3524921 completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c8471da6c481909b48db7ad6e9426d completed March 28, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c848026e90819098d0b419101f91e1 completed March 28, 2026, 9:28 p.m.
Created at: March 27, 2026, 3:45 p.m.