Triple

T12317725
Position Surface form Disambiguated ID Type / Status
Subject Pemberton wine region E293644 entity
Predicate locatedNear P294 FINISHED
Object Pemberton, Western Australia
Pemberton, Western Australia is a small town in the state's South West region, known for its towering karri forests, cool-climate vineyards, and outdoor tourism.
 E973288 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: Pemberton, Western Australia | Statement: [Pemberton wine region, locatedNear, Pemberton, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pemberton, Western Australia
Context triple: [Pemberton wine region, locatedNear, Pemberton, Western Australia]
  • A. Bunbury, Western Australia
    Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
  • B. Newman, Western Australia
    Newman, Western Australia is a remote mining town in the Pilbara region that serves as a major service and residential hub for nearby iron ore operations.
  • C. Wyndham, Western Australia
    Wyndham is a remote town in the far north of Western Australia, known as one of the state's northernmost ports and a gateway to the Kimberley region.
  • D. Wickham, Western Australia
    Wickham is a small mining town in Western Australia’s Pilbara region, established to support nearby iron ore operations and coastal port facilities.
  • E. Carnamah
    Carnamah is a small rural town in Western Australia known for its grain farming, sheep grazing, and heritage-listed buildings.
  • 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: Pemberton, Western Australia
Triple: [Pemberton wine region, locatedNear, Pemberton, Western Australia]
Generated description
Pemberton, Western Australia is a small town in the state's South West region, known for its towering karri forests, cool-climate vineyards, and outdoor tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pemberton, Western Australia
Target entity description: Pemberton, Western Australia is a small town in the state's South West region, known for its towering karri forests, cool-climate vineyards, and outdoor tourism.
  • A. Bunbury, Western Australia
    Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
  • B. Newman, Western Australia
    Newman, Western Australia is a remote mining town in the Pilbara region that serves as a major service and residential hub for nearby iron ore operations.
  • C. Wyndham, Western Australia
    Wyndham is a remote town in the far north of Western Australia, known as one of the state's northernmost ports and a gateway to the Kimberley region.
  • D. Wickham, Western Australia
    Wickham is a small mining town in Western Australia’s Pilbara region, established to support nearby iron ore operations and coastal port facilities.
  • E. Carnamah
    Carnamah is a small rural town in Western Australia known for its grain farming, sheep grazing, and heritage-listed buildings.
  • 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_69d6ab6a2b50819082f6aedd32ed608a completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4ab1b88190979a8403a430a17c completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e88a1348190a04c21b24e1ba2b5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5d746c8190b5b0edfc4832bc6c completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.