Triple

T548135
Position Surface form Disambiguated ID Type / Status
Subject Northern Tablelands E12776 entity
Predicate majorCity P316 FINISHED
Object Armidale
Armidale is a regional city in New South Wales, Australia, known for its university, cool climate, and location on the Northern Tablelands.
 E72691 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: Armidale | Statement: [Northern Tablelands, majorCity, Armidale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Armidale
Context triple: [Northern Tablelands, majorCity, Armidale]
  • A. Kempsey
    Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
  • B. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • C. Dungog
    Dungog is a small rural town in New South Wales, Australia, known for its historic architecture, dairy farming, and proximity to the Barrington Tops National Park.
  • D. Lismore
    Lismore is a regional city in northeastern New South Wales, Australia, known as a commercial and administrative centre for the surrounding Northern Rivers area.
  • E. Tamworth
    Tamworth is a historic market town in Staffordshire, England, known as the political base of Sir Robert Peel and for giving its name to the Tamworth Manifesto that helped shape the modern Conservative Party.
  • 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: Armidale
Triple: [Northern Tablelands, majorCity, Armidale]
Generated description
Armidale is a regional city in New South Wales, Australia, known for its university, cool climate, and location on the Northern Tablelands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Armidale
Target entity description: Armidale is a regional city in New South Wales, Australia, known for its university, cool climate, and location on the Northern Tablelands.
  • A. Kempsey
    Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
  • B. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • C. Dungog
    Dungog is a small rural town in New South Wales, Australia, known for its historic architecture, dairy farming, and proximity to the Barrington Tops National Park.
  • D. Lismore
    Lismore is a regional city in northeastern New South Wales, Australia, known as a commercial and administrative centre for the surrounding Northern Rivers area.
  • E. Tamworth
    Tamworth is a historic market town in Staffordshire, England, known as the political base of Sir Robert Peel and for giving its name to the Tamworth Manifesto that helped shape the modern Conservative Party.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49900895c819092a131c185a758bf completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5089bce6c8190a5c4f708fb94668b completed March 2, 2026, 3:48 a.m.
NEDg Description generation batch_69a5095544788190b3857961ad182716 completed March 2, 2026, 3:51 a.m.
NED2 Entity disambiguation (via description) batch_69a509c051108190961b41e045208285 completed March 2, 2026, 3:53 a.m.
Created at: March 1, 2026, 7:32 p.m.