Triple

T3325315
Position Surface form Disambiguated ID Type / Status
Subject Liverpool Plains E69900 entity
Predicate isImportantFor P1887 FINISHED
Object Australian cotton industry
The Australian cotton industry is a major agricultural sector that produces high-quality cotton for domestic use and export, particularly in irrigated regions of New South Wales and Queensland.
 E348598 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: Australian cotton industry | Statement: [Liverpool Plains, isImportantFor, Australian cotton industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Australian cotton industry
Context triple: [Liverpool Plains, isImportantFor, Australian cotton industry]
  • A. 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.
  • B. Sugar Capital of Australia
    Sugar Capital of Australia is a nickname for Mackay, a coastal Queensland city renowned for its extensive sugarcane farming and sugar industry.
  • C. southern Australia
    Southern Australia is a temperate region of the Australian continent characterized by diverse ecosystems ranging from coastal areas and woodlands to semi-arid inland habitats.
  • D. 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.
  • E. Beef Capital of Australia
    Beef Capital of Australia is a promotional nickname for Rockhampton, Queensland, highlighting its major role in Australia’s cattle and beef industry.
  • 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: Australian cotton industry
Triple: [Liverpool Plains, isImportantFor, Australian cotton industry]
Generated description
The Australian cotton industry is a major agricultural sector that produces high-quality cotton for domestic use and export, particularly in irrigated regions of New South Wales and Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Australian cotton industry
Target entity description: The Australian cotton industry is a major agricultural sector that produces high-quality cotton for domestic use and export, particularly in irrigated regions of New South Wales and Queensland.
  • A. 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.
  • B. Sugar Capital of Australia
    Sugar Capital of Australia is a nickname for Mackay, a coastal Queensland city renowned for its extensive sugarcane farming and sugar industry.
  • C. southern Australia
    Southern Australia is a temperate region of the Australian continent characterized by diverse ecosystems ranging from coastal areas and woodlands to semi-arid inland habitats.
  • D. 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.
  • E. Beef Capital of Australia
    Beef Capital of Australia is a promotional nickname for Rockhampton, Queensland, highlighting its major role in Australia’s cattle and beef industry.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16ca13c8190aea8caed8ccd9b88 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7b26248190b9bf159982d7d19e completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31e4ca140819099de4546b0cb14d6 completed March 12, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69b31ec53b848190b56ca349f53ff447 completed March 12, 2026, 8:15 p.m.
Created at: March 8, 2026, 3:11 p.m.