Triple

T4022894
Position Surface form Disambiguated ID Type / Status
Subject Norforce E91318 entity
Predicate areaOfResponsibility P82 FINISHED
Object north-western Australia
North-western Australia is a vast, sparsely populated region encompassing remote coastal and inland areas known for their harsh climate, rugged terrain, and significant Indigenous communities and lands.
E406844 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: north-western Australia | Statement: [Norforce, areaOfResponsibility, north-western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: north-western Australia
Context triple: [Norforce, areaOfResponsibility, north-western Australia]
  • A. northern Australia
    Northern Australia is a sparsely populated, tropical region of the continent known for its vast outback landscapes, monsoonal climate, and rich Indigenous cultures.
  • B. Wheatbelt region
    The Wheatbelt region is a major agricultural area in Western Australia known primarily for its extensive grain and cereal crop production.
  • C. Western Australia
    Western Australia is Australia’s largest state, occupying the entire western third of the continent and known for its vast outback, mineral wealth, and Indian Ocean coastline.
  • D. South West region of Western Australia
    The South West region of Western Australia is a diverse area known for its forests, wineries, coastal landscapes, and popular tourist towns such as Margaret River and Busselton.
  • E. Goldfields-Esperance region
    The Goldfields-Esperance region is a vast, sparsely populated area in southeastern Western Australia known for its major gold mining industry and the coastal town of Esperance.
  • 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: north-western Australia
Triple: [Norforce, areaOfResponsibility, north-western Australia]
Generated description
North-western Australia is a vast, sparsely populated region encompassing remote coastal and inland areas known for their harsh climate, rugged terrain, and significant Indigenous communities and lands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: north-western Australia
Target entity description: North-western Australia is a vast, sparsely populated region encompassing remote coastal and inland areas known for their harsh climate, rugged terrain, and significant Indigenous communities and lands.
  • A. northern Australia
    Northern Australia is a sparsely populated, tropical region of the continent known for its vast outback landscapes, monsoonal climate, and rich Indigenous cultures.
  • B. Wheatbelt region
    The Wheatbelt region is a major agricultural area in Western Australia known primarily for its extensive grain and cereal crop production.
  • C. Western Australia
    Western Australia is Australia’s largest state, occupying the entire western third of the continent and known for its vast outback, mineral wealth, and Indian Ocean coastline.
  • D. South West region of Western Australia
    The South West region of Western Australia is a diverse area known for its forests, wineries, coastal landscapes, and popular tourist towns such as Margaret River and Busselton.
  • E. Goldfields-Esperance region
    The Goldfields-Esperance region is a vast, sparsely populated area in southeastern Western Australia known for its major gold mining industry and the coastal town of Esperance.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaccb2f48190a16a1ba6e938da85 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c82a33881908eb1b53331b10791 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d41fa008190972411203c8a07f2 completed March 14, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69b54deeeac881909cc951927e51111f completed March 14, 2026, noon
Created at: March 9, 2026, 3:35 p.m.