Triple

T7368089
Position Surface form Disambiguated ID Type / Status
Subject Shepparton E169920 entity
Predicate near P350 FINISHED
Object Numurkah
Numurkah is a rural town in northern Victoria, Australia, known for its agricultural surroundings and proximity to the regional centre of Shepparton.
 E663113 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: Numurkah | Statement: [Shepparton, near, Numurkah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Numurkah
Context triple: [Shepparton, near, Numurkah]
  • A. Mooroopna
    Mooroopna is a regional town in Victoria, Australia, situated on the Goulburn River and closely linked economically and socially with the nearby city of Shepparton.
  • B. Yerrabi
    Yerrabi is an electoral district of the Australian Capital Territory Legislative Assembly covering parts of Canberra’s northern suburbs.
  • C. Nhulunbuy
    Nhulunbuy is a remote mining town on the Gove Peninsula in northeastern Arnhem Land, known for its bauxite industry and strong Yolngu Aboriginal cultural presence.
  • D. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • E. Murrurundi
    Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
  • 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: Numurkah
Triple: [Shepparton, near, Numurkah]
Generated description
Numurkah is a rural town in northern Victoria, Australia, known for its agricultural surroundings and proximity to the regional centre of Shepparton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Numurkah
Target entity description: Numurkah is a rural town in northern Victoria, Australia, known for its agricultural surroundings and proximity to the regional centre of Shepparton.
  • A. Mooroopna
    Mooroopna is a regional town in Victoria, Australia, situated on the Goulburn River and closely linked economically and socially with the nearby city of Shepparton.
  • B. Yerrabi
    Yerrabi is an electoral district of the Australian Capital Territory Legislative Assembly covering parts of Canberra’s northern suburbs.
  • C. Nhulunbuy
    Nhulunbuy is a remote mining town on the Gove Peninsula in northeastern Arnhem Land, known for its bauxite industry and strong Yolngu Aboriginal cultural presence.
  • D. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • E. Murrurundi
    Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
  • 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_69c68a5ade988190885b7175f63b7534 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f17fe278819094eb1dd886583c6a completed March 27, 2026, 9:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81ec60d8481908e1e94ad87529a51 completed March 28, 2026, 6:32 p.m.
NEDg Description generation batch_69c81f730ac081908c9d98643c130d6d completed March 28, 2026, 6:35 p.m.
NED2 Entity disambiguation (via description) batch_69c821071a208190958f4cb7ad903fa6 completed March 28, 2026, 6:42 p.m.
Created at: March 27, 2026, 3:07 p.m.