Triple

T14448152
Position Surface form Disambiguated ID Type / Status
Subject Gatton E358259 entity
Predicate region P40 FINISHED
Object Lockyer Valley
Lockyer Valley is a fertile agricultural region in South East Queensland, Australia, known for its intensive vegetable production and rural townships.
E1101646 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 | Statement: [Gatton, region, Lockyer Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lockyer Valley
Context triple: [Gatton, region, Lockyer Valley]
  • A. 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.
  • B. Burragorang Valley
    Burragorang Valley is a scenic valley in New South Wales, Australia, known for its deep cultural significance to Aboriginal peoples and for being largely inundated by Lake Burragorang, Sydney’s main water supply reservoir.
  • C. 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.
  • D. Numinbah Valley
    Numinbah Valley is a scenic rural valley in the Gold Coast hinterland of Queensland, Australia, known for its lush forests, farmland, and proximity to national parks and waterfalls.
  • E. 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.
  • 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
Triple: [Gatton, region, Lockyer Valley]
Generated description
Lockyer Valley is a fertile agricultural region in South East Queensland, Australia, known for its intensive vegetable production and rural townships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lockyer Valley
Target entity description: Lockyer Valley is a fertile agricultural region in South East Queensland, Australia, known for its intensive vegetable production and rural townships.
  • A. 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.
  • B. Burragorang Valley
    Burragorang Valley is a scenic valley in New South Wales, Australia, known for its deep cultural significance to Aboriginal peoples and for being largely inundated by Lake Burragorang, Sydney’s main water supply reservoir.
  • C. 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.
  • D. Numinbah Valley
    Numinbah Valley is a scenic rural valley in the Gold Coast hinterland of Queensland, Australia, known for its lush forests, farmland, and proximity to national parks and waterfalls.
  • E. 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.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de9160126c8190a2862a1a3dde1aff completed April 14, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd648d8904819084d720a0fd2ddb4b completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd69a2ff888190a46761a10d9aaf25 completed May 8, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69fd69f5fc888190aea304dc59e8f725 completed May 8, 2026, 4:43 a.m.
Created at: April 10, 2026, 1:19 a.m.