Triple

T1397670
Position Surface form Disambiguated ID Type / Status
Subject Yorta Yorta people E30703 entity
Predicate townsInCountry P847 FINISHED
Object Shepparton
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
 E169920 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: Shepparton | Statement: [Yorta Yorta people, townsInCountry, Shepparton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shepparton
Context triple: [Yorta Yorta people, townsInCountry, Shepparton]
  • A. Albury
    Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
  • B. Swan Hill
    Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
  • C. Wagga Wagga
    Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
  • D. Renmark
    Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
  • 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: Shepparton
Triple: [Yorta Yorta people, townsInCountry, Shepparton]
Generated description
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shepparton
Target entity description: Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
  • A. Albury
    Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
  • B. Swan Hill
    Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
  • C. Wagga Wagga
    Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
  • D. Renmark
    Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
  • 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_69a498fd4e408190bd73eca30ea9754c completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c48ff58c8190aeaf09d3e7cad7c7 completed March 1, 2026, 10:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c97ba748190a227457bcb87a733 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d1eccfc81909bdf4df141d1987f completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1d8cea008190be2557f6804a261f completed March 8, 2026, 6:56 a.m.
Created at: March 1, 2026, 7:59 p.m.