Triple

T3448439
Position Surface form Disambiguated ID Type / Status
Subject Mitchell Highway E72732 entity
Predicate regionServed P82 FINISHED
Object 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.
E370045 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: Orana region | Statement: [Mitchell Highway, regionServed, Orana region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Orana region
Context triple: [Mitchell Highway, regionServed, Orana region]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Hunter Region
    The Hunter Region is a major area of New South Wales, Australia, known for its coal industry, wine-producing Hunter Valley, and coastal city of Newcastle.
  • 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: Orana region
Triple: [Mitchell Highway, regionServed, Orana region]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Orana region
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Hunter Region
    The Hunter Region is a major area of New South Wales, Australia, known for its coal industry, wine-producing Hunter Valley, and coastal city of Newcastle.
  • 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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba705d988190b76d905751a337ee completed March 8, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bb767b34819099b6f1cc4cae20a9 completed March 13, 2026, 7:23 a.m.
NEDg Description generation batch_69b3bc6f8a048190950391e3cf83526e completed March 13, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69b3f85e7a14819097ed09877b040ad9 completed March 13, 2026, 11:43 a.m.
Created at: March 8, 2026, 3:16 p.m.