Triple

T548136
Position Surface form Disambiguated ID Type / Status
Subject Northern Tablelands E12776 entity
Predicate majorTown P316 FINISHED
Object Glen Innes
Glen Innes is a prominent rural service and commercial centre in the Northern Tablelands region of New South Wales, Australia, known for its Celtic heritage and cool highland climate.
 E73063 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: Glen Innes | Statement: [Northern Tablelands, majorTown, Glen Innes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Glen Innes
Context triple: [Northern Tablelands, majorTown, Glen Innes]
  • A. Armidale
    Armidale is a regional city in New South Wales, Australia, known for its university, cool climate, and location on the Northern Tablelands.
  • B. 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.
  • C. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • D. 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.
  • E. 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.
  • 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: Glen Innes
Triple: [Northern Tablelands, majorTown, Glen Innes]
Generated description
Glen Innes is a prominent rural service and commercial centre in the Northern Tablelands region of New South Wales, Australia, known for its Celtic heritage and cool highland climate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Glen Innes
Target entity description: Glen Innes is a prominent rural service and commercial centre in the Northern Tablelands region of New South Wales, Australia, known for its Celtic heritage and cool highland climate.
  • A. Armidale
    Armidale is a regional city in New South Wales, Australia, known for its university, cool climate, and location on the Northern Tablelands.
  • B. 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.
  • C. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • D. 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.
  • E. 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.
  • 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_69a50e219c788190888ef02fad09096e completed March 2, 2026, 4:12 a.m.
NEDg Description generation batch_69a50e8f3be48190afff999bc3fa9f8a completed March 2, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_69a50ee34654819097bc0f70bd59de4d completed March 2, 2026, 4:15 a.m.
Created at: March 1, 2026, 7:32 p.m.