Triple

T16736521
Position Surface form Disambiguated ID Type / Status
Subject Atherton Tablelands E406731 entity
Predicate contains P35 FINISHED
Object Herberton
Herberton is a historic mining town in Queensland, Australia, known as one of the oldest settlements on the Atherton Tablelands.
 E1231034 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: Herberton | Statement: [Atherton Tablelands, contains, Herberton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Herberton
Context triple: [Atherton Tablelands, contains, Herberton]
  • A. Loxton
    Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • B. Dayboro
    Dayboro is a small rural township in Queensland, Australia, known for its country charm, historic buildings, and role as a gateway to the scenic hinterland northwest of Brisbane.
  • C. Springston
    Springston is a small rural township in New Zealand’s Canterbury region, located within the Selwyn District near Christchurch.
  • D. Kilcoy
    Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • E. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • 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: Herberton
Triple: [Atherton Tablelands, contains, Herberton]
Generated description
Herberton is a historic mining town in Queensland, Australia, known as one of the oldest settlements on the Atherton Tablelands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Herberton
Target entity description: Herberton is a historic mining town in Queensland, Australia, known as one of the oldest settlements on the Atherton Tablelands.
  • A. Loxton
    Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • B. Dayboro
    Dayboro is a small rural township in Queensland, Australia, known for its country charm, historic buildings, and role as a gateway to the scenic hinterland northwest of Brisbane.
  • C. Springston
    Springston is a small rural township in New Zealand’s Canterbury region, located within the Selwyn District near Christchurch.
  • D. Kilcoy
    Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • E. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3a86848190a03f243dd1bdb899 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d4ea8208190aed0a4014a10d120 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009ed297488190a20558efb9f91a55 completed May 10, 2026, 3:05 p.m.
NED2 Entity disambiguation (via description) batch_6a009f460010819086cfd7a7d74cb435 completed May 10, 2026, 3:07 p.m.
Created at: April 10, 2026, 5:20 a.m.