Triple

T618276
Position Surface form Disambiguated ID Type / Status
Subject Williams River E14453 entity
Predicate flowsThrough P225 FINISHED
Object Dungog Shire
Dungog Shire is a rural local government area in the Hunter Region of New South Wales, Australia, known for its agricultural landscapes, historic towns, and scenic river valleys.
E20271 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: Dungog Shire | Statement: [Williams River, flowsThrough, Dungog Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dungog Shire
Context triple: [Williams River, flowsThrough, Dungog Shire]
  • A. Temora Shire
    Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
  • B. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • 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. Wyong
    Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
  • E. Tenterfield
    Tenterfield is a historic rural town in New South Wales, Australia, known for its heritage architecture and role in Australian federation history.
  • 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: Dungog Shire
Triple: [Williams River, flowsThrough, Dungog Shire]
Generated description
Dungog Shire is a rural local government area in the Hunter Region of New South Wales, Australia, known for its agricultural landscapes, historic towns, and scenic river valleys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dungog Shire
Target entity description: Dungog Shire is a rural local government area in the Hunter Region of New South Wales, Australia, known for its agricultural landscapes, historic towns, and scenic river valleys.
  • A. Temora Shire
    Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
  • B. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • C. Dungog chosen
    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. Wyong
    Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
  • E. Tenterfield
    Tenterfield is a historic rural town in New South Wales, Australia, known for its heritage architecture and role in Australian federation history.
  • F. None of above.

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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e2418c881908552d2c4a5006e97 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a55a79a0488190a9d22229ea97e5ec completed March 2, 2026, 9:38 a.m.
NEDg Description generation batch_69a55af406b08190b49bef445f5e652f completed March 2, 2026, 9:40 a.m.
NED2 Entity disambiguation (via description) batch_69a55ccf8e48819092f89e8712f9d0c6 completed March 2, 2026, 9:47 a.m.
Created at: March 1, 2026, 7:35 p.m.