Triple

T12618048
Position Surface form Disambiguated ID Type / Status
Subject Fleurieu wine zone E301304 entity
Predicate hasSubregion P285 FINISHED
Object Langhorne Creek wine region
Langhorne Creek wine region is a renowned South Australian wine-producing area known for its cool-climate conditions and high-quality red wines, particularly Shiraz and Cabernet Sauvignon.
 E1092641 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: Langhorne Creek wine region | Statement: [Fleurieu wine zone, hasSubregion, Langhorne Creek wine region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langhorne Creek wine region
Context triple: [Fleurieu wine zone, hasSubregion, Langhorne Creek wine region]
  • A. Lachlan Valley wine region
    The Lachlan Valley wine region is a New South Wales wine-producing area known for its vineyards and wineries around towns such as Canowindra.
  • B. Blackwood Valley wine region
    Blackwood Valley wine region is a cool-climate wine-producing area in Western Australia known for boutique vineyards and varieties such as Cabernet Sauvignon, Shiraz, and Chardonnay.
  • C. Manjimup wine region
    Manjimup wine region is a cool-climate wine-producing area in Western Australia known for premium varieties such as Chardonnay and Pinot Noir, supported by high rainfall and rich forested landscapes.
  • D. Goulburn Valley wine zone
    The Goulburn Valley wine zone is a renowned Australian wine-producing region in central Victoria, noted especially for its long-established vineyards and high-quality Shiraz.
  • E. Padthaway wine region
    The Padthaway wine region is a renowned South Australian wine-producing area known for its cool-climate whites and rich reds, situated within the broader Limestone Coast zone.
  • 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: Langhorne Creek wine region
Triple: [Fleurieu wine zone, hasSubregion, Langhorne Creek wine region]
Generated description
Langhorne Creek wine region is a renowned South Australian wine-producing area known for its cool-climate conditions and high-quality red wines, particularly Shiraz and Cabernet Sauvignon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langhorne Creek wine region
Target entity description: Langhorne Creek wine region is a renowned South Australian wine-producing area known for its cool-climate conditions and high-quality red wines, particularly Shiraz and Cabernet Sauvignon.
  • A. Lachlan Valley wine region
    The Lachlan Valley wine region is a New South Wales wine-producing area known for its vineyards and wineries around towns such as Canowindra.
  • B. Blackwood Valley wine region
    Blackwood Valley wine region is a cool-climate wine-producing area in Western Australia known for boutique vineyards and varieties such as Cabernet Sauvignon, Shiraz, and Chardonnay.
  • C. Manjimup wine region
    Manjimup wine region is a cool-climate wine-producing area in Western Australia known for premium varieties such as Chardonnay and Pinot Noir, supported by high rainfall and rich forested landscapes.
  • D. Goulburn Valley wine zone
    The Goulburn Valley wine zone is a renowned Australian wine-producing region in central Victoria, noted especially for its long-established vineyards and high-quality Shiraz.
  • E. Padthaway wine region
    The Padthaway wine region is a renowned South Australian wine-producing area known for its cool-climate whites and rich reds, situated within the broader Limestone Coast zone.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c63ea48190ae1aae9280a023a6 completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd466577508190b1926c475b7c49dc completed May 8, 2026, 2:11 a.m.
NEDg Description generation batch_69fd4768edc881909a0c586b6d9568a3 completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd47eb7db08190a68f60b255073d8d completed May 8, 2026, 2:18 a.m.
Created at: April 9, 2026, 5:13 p.m.