Triple

T2778831
Position Surface form Disambiguated ID Type / Status
Subject Winton, Queensland E61641 entity
Predicate partOf P40 FINISHED
Object Australian outback
The Australian outback is the vast, sparsely populated interior and remote rural region of Australia, characterized by arid landscapes, extreme climates, and iconic red desert scenery.
E56584 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: Australian outback | Statement: [Winton, Queensland, partOf, Australian outback]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian outback
Context triple: [Winton, Queensland, partOf, Australian outback]
  • A. The Outback
    The Outback is a high-alpine, expert-focused terrain area at Keystone Resort known for its challenging tree runs, bowls, and backcountry-style skiing and snowboarding.
  • B. Central Australia
    Central Australia is a vast, sparsely populated desert region in the heart of the Australian continent, known for its arid landscapes, Aboriginal cultural heritage, and iconic natural landmarks.
  • C. Simpson Desert
    The Simpson Desert is a vast, arid dune desert in central Australia known for its parallel red sand dunes and remote, sparsely inhabited landscape.
  • D. Arkaroola region
    The Arkaroola region is a remote, rugged wilderness area in South Australia's northern Flinders Ranges, renowned for its dramatic geology, arid mountain landscapes, and dark-sky stargazing.
  • E. Pitjantjatjara
    Pitjantjatjara are an Aboriginal Australian people of the Central Desert region, known for their deep cultural, spiritual, and linguistic connection to lands including the area around Uluru.
  • 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: Australian outback
Triple: [Winton, Queensland, partOf, Australian outback]
Generated description
The Australian outback is the vast, sparsely populated interior and remote rural region of Australia, characterized by arid landscapes, extreme climates, and iconic red desert scenery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian outback
Target entity description: The Australian outback is the vast, sparsely populated interior and remote rural region of Australia, characterized by arid landscapes, extreme climates, and iconic red desert scenery.
  • A. The Outback
    The Outback is a high-alpine, expert-focused terrain area at Keystone Resort known for its challenging tree runs, bowls, and backcountry-style skiing and snowboarding.
  • B. Central Australia chosen
    Central Australia is a vast, sparsely populated desert region in the heart of the Australian continent, known for its arid landscapes, Aboriginal cultural heritage, and iconic natural landmarks.
  • C. Simpson Desert
    The Simpson Desert is a vast, arid dune desert in central Australia known for its parallel red sand dunes and remote, sparsely inhabited landscape.
  • D. Arkaroola region
    The Arkaroola region is a remote, rugged wilderness area in South Australia's northern Flinders Ranges, renowned for its dramatic geology, arid mountain landscapes, and dark-sky stargazing.
  • E. Pitjantjatjara
    Pitjantjatjara are an Aboriginal Australian people of the Central Desert region, known for their deep cultural, spiritual, and linguistic connection to lands including the area around Uluru.
  • F. None of above.

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_69ab4b7e43c48190997b8fc8fb1663ab completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd83c5fc8190936b971d5577d3f9 completed March 7, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69afce8c2a088190824c1a720db05382 completed March 10, 2026, 7:55 a.m.
NEDg Description generation batch_69afcf7cc6f08190aefbe07ef51f1928 completed March 10, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69afcfd803848190921f73fe1b15a01b completed March 10, 2026, 8:01 a.m.
Created at: March 6, 2026, 9:57 p.m.