Triple

T12522281
Position Surface form Disambiguated ID Type / Status
Subject Wheatbelt region E299347 entity
Predicate hasTown P847 FINISHED
Object Merredin
Merredin is a rural service town in Western Australia known as a key agricultural and transport hub in the state’s Wheatbelt.
 E1034137 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: Merredin | Statement: [Wheatbelt region, hasTown, Merredin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Merredin
Context triple: [Wheatbelt region, hasTown, Merredin]
  • A. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • B. Cowaramup
    Cowaramup is a small rural town in Western Australia known for its dairy farming heritage, quirky cow-themed sculptures, and proximity to the Margaret River wine region.
  • C. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • D. Manjimup
    Manjimup is a rural town in Western Australia known for its timber industry, agriculture, and truffle production.
  • E. Boorangoora
    Boorangoora is the Indigenous name for Lake McKenzie, a renowned perched freshwater lake on K'gari (Fraser Island) in Queensland, Australia, famous for its clear blue water and white silica sand.
  • 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: Merredin
Triple: [Wheatbelt region, hasTown, Merredin]
Generated description
Merredin is a rural service town in Western Australia known as a key agricultural and transport hub in the state’s Wheatbelt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Merredin
Target entity description: Merredin is a rural service town in Western Australia known as a key agricultural and transport hub in the state’s Wheatbelt.
  • A. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • B. Cowaramup
    Cowaramup is a small rural town in Western Australia known for its dairy farming heritage, quirky cow-themed sculptures, and proximity to the Margaret River wine region.
  • C. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • D. Manjimup
    Manjimup is a rural town in Western Australia known for its timber industry, agriculture, and truffle production.
  • E. Boorangoora
    Boorangoora is the Indigenous name for Lake McKenzie, a renowned perched freshwater lake on K'gari (Fraser Island) in Queensland, Australia, famous for its clear blue water and white silica sand.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545b2b2481909049a490c97678f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f71f082b6481909950c8c4cb854440 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f71fe2c128819096cc31c9cbb739b5 completed May 3, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69f7208d47388190b1b51f346b0d1423 completed May 3, 2026, 10:16 a.m.
Created at: April 8, 2026, 9:57 p.m.