Triple

T3255184
Position Surface form Disambiguated ID Type / Status
Subject South East Queensland E68278 entity
Predicate hasCity P316 FINISHED
Object Lockyer Valley Region
Lockyer Valley Region is a local government area in South East Queensland, Australia, known for its fertile agricultural land and rural communities between Brisbane and Toowoomba.
E342464 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: Lockyer Valley Region | Statement: [South East Queensland, hasCity, Lockyer Valley Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockyer Valley Region
Context triple: [South East Queensland, hasCity, Lockyer Valley Region]
  • A. 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.
  • B. MacDonnell Region
    MacDonnell Region is a local government area in Australia's Northern Territory known for its vast desert landscapes, remote Indigenous communities, and iconic natural attractions near Alice Springs.
  • 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. Grose Valley
    Grose Valley is a vast, rugged sandstone gorge and wilderness area in Australia’s Blue Mountains, known for its dramatic cliffs, waterfalls, and bushwalking trails.
  • E. Sunraysia region
    The Sunraysia region is a major irrigated agricultural area in southeastern Australia, renowned for its production of citrus fruits, table grapes, and wine grapes.
  • 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: Lockyer Valley Region
Triple: [South East Queensland, hasCity, Lockyer Valley Region]
Generated description
Lockyer Valley Region is a local government area in South East Queensland, Australia, known for its fertile agricultural land and rural communities between Brisbane and Toowoomba.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockyer Valley Region
Target entity description: Lockyer Valley Region is a local government area in South East Queensland, Australia, known for its fertile agricultural land and rural communities between Brisbane and Toowoomba.
  • A. 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.
  • B. MacDonnell Region
    MacDonnell Region is a local government area in Australia's Northern Territory known for its vast desert landscapes, remote Indigenous communities, and iconic natural attractions near Alice Springs.
  • 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. Grose Valley
    Grose Valley is a vast, rugged sandstone gorge and wilderness area in Australia’s Blue Mountains, known for its dramatic cliffs, waterfalls, and bushwalking trails.
  • E. Sunraysia region
    The Sunraysia region is a major irrigated agricultural area in southeastern Australia, renowned for its production of citrus fruits, table grapes, and wine grapes.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf65c9388190a0d74d6365ce631e completed March 8, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b28ec9553881908ee96b8684934914 completed March 12, 2026, 10 a.m.
NEDg Description generation batch_69b28f9e12488190b93355b783300264 completed March 12, 2026, 10:04 a.m.
NED2 Entity disambiguation (via description) batch_69b2c092063481909982dea3f71c00c1 completed March 12, 2026, 1:33 p.m.
Created at: March 8, 2026, 3:09 p.m.