Triple

T14826907
Position Surface form Disambiguated ID Type / Status
Subject Australian cotton industry E348598 entity
Predicate keyGrowingArea P115988 FINISHED
Object St George region
The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
E1125911 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: St George region | Statement: [Australian cotton industry, keyGrowingArea, St George region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: St George region
Context triple: [Australian cotton industry, keyGrowingArea, St George region]
  • A. Fitzroy Region
    Fitzroy Region is a central Queensland area in Australia known for its major river systems, agricultural activities, and mining industries.
  • B. Bathurst Region
    Bathurst Region is a local government area in New South Wales, Australia, best known for encompassing the city of Bathurst and the famous Mount Panorama motor racing circuit.
  • C. Macarthur region
    The Macarthur region is an area in south-western Sydney, New South Wales, known for its mix of growing urban centres, historic rural landscapes, and natural reserves.
  • D. Barwon region
    The Barwon region is a coastal area in southwestern Victoria, Australia, centered on the city of Geelong and known for its mix of urban, rural, and coastal communities.
  • E. Hawkesbury region
    The Hawkesbury region is a semi-rural area in north-western Greater Sydney, New South Wales, known for its historic towns, fertile river plains along the Hawkesbury River, and a mix of agriculture, bushland, and growing residential communities.
  • 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: St George region
Triple: [Australian cotton industry, keyGrowingArea, St George region]
Generated description
The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: St George region
Target entity description: The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
  • A. Fitzroy Region
    Fitzroy Region is a central Queensland area in Australia known for its major river systems, agricultural activities, and mining industries.
  • B. Bathurst Region
    Bathurst Region is a local government area in New South Wales, Australia, best known for encompassing the city of Bathurst and the famous Mount Panorama motor racing circuit.
  • C. Macarthur region
    The Macarthur region is an area in south-western Sydney, New South Wales, known for its mix of growing urban centres, historic rural landscapes, and natural reserves.
  • D. Barwon region
    The Barwon region is a coastal area in southwestern Victoria, Australia, centered on the city of Geelong and known for its mix of urban, rural, and coastal communities.
  • E. Hawkesbury region
    The Hawkesbury region is a semi-rural area in north-western Greater Sydney, New South Wales, known for its historic towns, fertile river plains along the Hawkesbury River, and a mix of agriculture, bushland, and growing residential communities.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0713700819097bbb0352650984b completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b495800819091c7e1636514222a completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6be21f148190bec0e5adfcc0a91a completed May 8, 2026, 11:04 p.m.
NED2 Entity disambiguation (via description) batch_69fe6c6ebe4881909334d772e45403f6 completed May 8, 2026, 11:06 p.m.
Created at: April 10, 2026, 1:51 a.m.