Triple

T19673170
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Australia E472384 entity
Predicate hasEcoregion P948 FINISHED
Object Warren bioregion
The Warren bioregion is a biologically rich forested area in far southwestern Australia, known for its tall karri forests, high rainfall, and high levels of plant and animal endemism.
E1389243 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: Warren bioregion | Statement: [Southwestern Australia, hasEcoregion, Warren bioregion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warren bioregion
Context triple: [Southwestern Australia, hasEcoregion, Warren bioregion]
  • A. Loddon Mallee region
    The Loddon Mallee region is a largely rural area in north-western Victoria, Australia, known for its agriculture, river landscapes, and regional towns and cities such as Bendigo and Mildura.
  • B. Brigalow Belt
    The Brigalow Belt is a vast biogeographic region of eastern Australia characterized by brigalow (Acacia harpophylla) woodlands, diverse ecosystems, and extensive agricultural use.
  • C. Monaro region
    The Monaro region is a high, rolling tableland area in southeastern New South Wales, Australia, known for its grazing country and proximity to the Snowy Mountains.
  • D. Wurrumiyanga region
    The Wurrumiyanga region is a Tiwi Island community area in Australia known for its rich Indigenous Tiwi culture and contemporary art practices.
  • E. Fitzroy NRM region
    The Fitzroy NRM region is a natural resource management area in central Queensland, Australia, focused on coordinating sustainable land, water, and biodiversity management across the Fitzroy River catchment.
  • 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: Warren bioregion
Triple: [Southwestern Australia, hasEcoregion, Warren bioregion]
Generated description
The Warren bioregion is a biologically rich forested area in far southwestern Australia, known for its tall karri forests, high rainfall, and high levels of plant and animal endemism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warren bioregion
Target entity description: The Warren bioregion is a biologically rich forested area in far southwestern Australia, known for its tall karri forests, high rainfall, and high levels of plant and animal endemism.
  • A. Loddon Mallee region
    The Loddon Mallee region is a largely rural area in north-western Victoria, Australia, known for its agriculture, river landscapes, and regional towns and cities such as Bendigo and Mildura.
  • B. Brigalow Belt
    The Brigalow Belt is a vast biogeographic region of eastern Australia characterized by brigalow (Acacia harpophylla) woodlands, diverse ecosystems, and extensive agricultural use.
  • C. Monaro region
    The Monaro region is a high, rolling tableland area in southeastern New South Wales, Australia, known for its grazing country and proximity to the Snowy Mountains.
  • D. Wurrumiyanga region
    The Wurrumiyanga region is a Tiwi Island community area in Australia known for its rich Indigenous Tiwi culture and contemporary art practices.
  • E. Fitzroy NRM region
    The Fitzroy NRM region is a natural resource management area in central Queensland, Australia, focused on coordinating sustainable land, water, and biodiversity management across the Fitzroy River catchment.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416d61008190af531c6d346d7da1 completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787c08af48190a7253a74bca96aa6 completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a07889ccc9c8190be812f5c9eb0bfe7 completed May 15, 2026, 8:57 p.m.
NED2 Entity disambiguation (via description) batch_6a078a1b11ec81908671f431c39b9496 completed May 15, 2026, 9:03 p.m.
Created at: April 10, 2026, 1:45 p.m.