Triple

T14826905
Position Surface form Disambiguated ID Type / Status
Subject Australian cotton industry E348598 entity
Predicate keyGrowingArea P115988 FINISHED
Object Macquarie Valley
Macquarie Valley is a major agricultural region in New South Wales, Australia, known particularly for its extensive cotton production.
 E1142375 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: Macquarie Valley | Statement: [Australian cotton industry, keyGrowingArea, Macquarie Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Macquarie Valley
Context triple: [Australian cotton industry, keyGrowingArea, Macquarie Valley]
  • A. Lachlan Valley
    Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
  • B. Bow Valley
    Bow Valley is a scenic region in Alberta, Canada, known for its Rocky Mountain landscapes, outdoor recreation, and proximity to Banff National Park.
  • C. Capertee Valley
    Capertee Valley is a vast sandstone canyon in New South Wales, Australia, renowned for its dramatic cliffs, birdlife, and status as one of the world’s largest canyons.
  • D. Tas Valley
    Tas Valley is a rural area in Norfolk, England, named after and shaped by the course of the River Tas.
  • E. Lockyer Valley
    Lockyer Valley is a fertile agricultural region in South East Queensland, Australia, known for its intensive vegetable production and rural townships.
  • 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: Macquarie Valley
Triple: [Australian cotton industry, keyGrowingArea, Macquarie Valley]
Generated description
Macquarie Valley is a major agricultural region in New South Wales, Australia, known particularly for its extensive cotton production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Macquarie Valley
Target entity description: Macquarie Valley is a major agricultural region in New South Wales, Australia, known particularly for its extensive cotton production.
  • A. Lachlan Valley
    Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
  • B. Bow Valley
    Bow Valley is a scenic region in Alberta, Canada, known for its Rocky Mountain landscapes, outdoor recreation, and proximity to Banff National Park.
  • C. Capertee Valley
    Capertee Valley is a vast sandstone canyon in New South Wales, Australia, renowned for its dramatic cliffs, birdlife, and status as one of the world’s largest canyons.
  • D. Tas Valley
    Tas Valley is a rural area in Norfolk, England, named after and shaped by the course of the River Tas.
  • E. Lockyer Valley
    Lockyer Valley is a fertile agricultural region in South East Queensland, Australia, known for its intensive vegetable production and rural townships.
  • 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_69fec870cea08190962434fc2647fd67 completed May 9, 2026, 5:38 a.m.
NEDg Description generation batch_69fec93109c08190a3499e4520e31604 completed May 9, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69fecc6fa8f88190aa6956e6e2b1f8ab completed May 9, 2026, 5:55 a.m.
Created at: April 10, 2026, 1:51 a.m.