Triple

T20366189
Position Surface form Disambiguated ID Type / Status
Subject Avon Valley E496914 entity
Predicate contains P35 FINISHED
Object Northam, Western Australia
Northam, Western Australia is a historic regional town and service centre in the Avon Valley, known as a key agricultural and transport hub east of Perth.
 E1427392 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: Northam, Western Australia | Statement: [Avon Valley, contains, Northam, Western Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northam, Western Australia
Context triple: [Avon Valley, contains, Northam, Western Australia]
  • A. Murdoch, Western Australia
    Murdoch, Western Australia is a southern suburb of Perth known for hosting Murdoch University and major medical and research facilities.
  • B. Fremantle
    Fremantle is a global television production and distribution company known for creating and producing major entertainment formats and reality shows.
  • C. Fremantle
    Fremantle is a historic port city at the mouth of the Swan River, known for its maritime heritage, preserved 19th-century architecture, and vibrant arts and café culture.
  • D. Port Lincoln
    Port Lincoln is a coastal city in South Australia known for its large natural harbor, tuna fishing industry, and shark cage diving tourism.
  • E. Augusta, Western Australia
    Augusta is a small coastal town in Western Australia’s South West region, known as a gateway to the Margaret River area and for its proximity to rugged coastline, forests, and marine attractions.
  • 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: Northam, Western Australia
Triple: [Avon Valley, contains, Northam, Western Australia]
Generated description
Northam, Western Australia is a historic regional town and service centre in the Avon Valley, known as a key agricultural and transport hub east of Perth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northam, Western Australia
Target entity description: Northam, Western Australia is a historic regional town and service centre in the Avon Valley, known as a key agricultural and transport hub east of Perth.
  • A. Murdoch, Western Australia
    Murdoch, Western Australia is a southern suburb of Perth known for hosting Murdoch University and major medical and research facilities.
  • B. Fremantle
    Fremantle is a global television production and distribution company known for creating and producing major entertainment formats and reality shows.
  • C. Fremantle
    Fremantle is a historic port city at the mouth of the Swan River, known for its maritime heritage, preserved 19th-century architecture, and vibrant arts and café culture.
  • D. Port Lincoln
    Port Lincoln is a coastal city in South Australia known for its large natural harbor, tuna fishing industry, and shark cage diving tourism.
  • E. Augusta, Western Australia
    Augusta is a small coastal town in Western Australia’s South West region, known as a gateway to the Margaret River area and for its proximity to rugged coastline, forests, and marine attractions.
  • 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67871bfdc8190948c46497cd675c9 completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08761089a0819088d14d6fe7922669 completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a087709e00c81908b564de6a00798ae completed May 16, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0877bd84d08190b22722b247c92f8d completed May 16, 2026, 1:57 p.m.
Created at: April 16, 2026, 11:26 a.m.