Triple

T14973629
Position Surface form Disambiguated ID Type / Status
Subject Yarramundi E373387 entity
Predicate associatedWith P37 FINISHED
Object Hawkesbury River frontier
The Hawkesbury River frontier was a key early colonial boundary in New South Wales where European settlement expanded into Aboriginal lands, leading to frequent conflict and cultural encounter.
 E1129780 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: Hawkesbury River frontier | Statement: [Yarramundi, associatedWith, Hawkesbury River frontier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hawkesbury River frontier
Context triple: [Yarramundi, associatedWith, Hawkesbury River frontier]
  • A. Hawkesbury
    Hawkesbury is a town in Eastern Ontario, Canada, located along the Ottawa River near the Quebec border and known for its bilingual community and industrial history.
  • B. Clarence Valley
    Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
  • C. Myall River
    The Myall River is a coastal river in New South Wales, Australia, known for its scenic estuary, wetlands, and the towns of Tea Gardens and Hawks Nest along its banks.
  • D. Blaxland
    Blaxland is a residential town in the Lower Blue Mountains region of New South Wales, Australia, known as a gateway to the Blue Mountains National Park.
  • E. Blaxland
    Blaxland is an Australian federal electoral division in western Sydney, New South Wales, known as a safe Labor seat.
  • 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: Hawkesbury River frontier
Triple: [Yarramundi, associatedWith, Hawkesbury River frontier]
Generated description
The Hawkesbury River frontier was a key early colonial boundary in New South Wales where European settlement expanded into Aboriginal lands, leading to frequent conflict and cultural encounter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hawkesbury River frontier
Target entity description: The Hawkesbury River frontier was a key early colonial boundary in New South Wales where European settlement expanded into Aboriginal lands, leading to frequent conflict and cultural encounter.
  • A. Hawkesbury
    Hawkesbury is a town in Eastern Ontario, Canada, located along the Ottawa River near the Quebec border and known for its bilingual community and industrial history.
  • B. Clarence Valley
    Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
  • C. Myall River
    The Myall River is a coastal river in New South Wales, Australia, known for its scenic estuary, wetlands, and the towns of Tea Gardens and Hawks Nest along its banks.
  • D. Blaxland
    Blaxland is a residential town in the Lower Blue Mountains region of New South Wales, Australia, known as a gateway to the Blue Mountains National Park.
  • E. Blaxland
    Blaxland is an Australian federal electoral division in western Sydney, New South Wales, known as a safe Labor seat.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e767608190940eb6f16ea97451 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8be8af688190832efb00695f8b20 completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f39388c81909d6eb44f3433982e completed May 9, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fe8fa960888190ab1fa4bcf426be4b completed May 9, 2026, 1:36 a.m.
Created at: April 10, 2026, 2:50 a.m.