Triple

T3465982
Position Surface form Disambiguated ID Type / Status
Subject Warrego Highway E73136 entity
Predicate servesArea P82 FINISHED
Object 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.
E379448 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: Western Downs Region | Statement: [Warrego Highway, servesArea, Western Downs Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Downs Region
Context triple: [Warrego Highway, servesArea, Western Downs Region]
  • A. Orana region
    The Orana region is a large inland area of central and northwestern New South Wales, Australia, centered on the city of Dubbo and known for its agricultural production and regional service hubs.
  • B. 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.
  • C. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • D. Gascoyne region
    The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
  • E. 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.
  • 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: Western Downs Region
Triple: [Warrego Highway, servesArea, Western Downs Region]
Generated description
Western Downs Region is a local government area in Queensland, Australia, known for its extensive agricultural production, energy industries, and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Downs Region
Target entity description: Western Downs Region is a local government area in Queensland, Australia, known for its extensive agricultural production, energy industries, and rural communities.
  • A. Orana region
    The Orana region is a large inland area of central and northwestern New South Wales, Australia, centered on the city of Dubbo and known for its agricultural production and regional service hubs.
  • B. 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.
  • C. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • D. Gascoyne region
    The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
  • E. 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.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb0f2d3881908a5fa871341564ed completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3718bd88190bec2f4cfda0010ae completed March 14, 2026, 2:09 a.m.
NEDg Description generation batch_69b4c4842860819096564ca5c44ccc7f completed March 14, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69b4c5295738819095878833d65b63f5 completed March 14, 2026, 2:17 a.m.
Created at: March 8, 2026, 3:17 p.m.