Triple

T7754127
Position Surface form Disambiguated ID Type / Status
Subject Mallee region E175845 entity
Predicate hasTown P847 FINISHED
Object Ouyen
Ouyen is a small rural town in northwestern Victoria, Australia, known historically as a service centre for the surrounding Mallee farming region.
 E689558 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: Ouyen | Statement: [Mallee region, hasTown, Ouyen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ouyen
Context triple: [Mallee region, hasTown, Ouyen]
  • A. Towradgi
    Towradgi is a coastal suburb in the northern part of Wollongong, New South Wales, known for its beach, rock pool, and relaxed residential character.
  • B. Tullamarine
    Tullamarine is a suburb in Melbourne, Australia, best known for being the location of Melbourne Airport.
  • C. Mathoura
    Mathoura is a small rural town in the Riverina region of New South Wales, Australia, known for its timber industry, wetlands, and proximity to the Murray River.
  • D. Yarramundi
    Yarramundi was a prominent Darug elder and leader in early colonial New South Wales, known for his role as a key Aboriginal intermediary with British settlers.
  • E. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • 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: Ouyen
Triple: [Mallee region, hasTown, Ouyen]
Generated description
Ouyen is a small rural town in northwestern Victoria, Australia, known historically as a service centre for the surrounding Mallee farming region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ouyen
Target entity description: Ouyen is a small rural town in northwestern Victoria, Australia, known historically as a service centre for the surrounding Mallee farming region.
  • A. Towradgi
    Towradgi is a coastal suburb in the northern part of Wollongong, New South Wales, known for its beach, rock pool, and relaxed residential character.
  • B. Tullamarine
    Tullamarine is a suburb in Melbourne, Australia, best known for being the location of Melbourne Airport.
  • C. Mathoura
    Mathoura is a small rural town in the Riverina region of New South Wales, Australia, known for its timber industry, wetlands, and proximity to the Murray River.
  • D. Yarramundi
    Yarramundi was a prominent Darug elder and leader in early colonial New South Wales, known for his role as a key Aboriginal intermediary with British settlers.
  • E. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • 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_69c6996180088190832e38e8d83ff54a completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c703d851d4819091e9117d3f34cb9a completed March 27, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c902b3308c8190ae9a8705087d2e8d completed March 29, 2026, 10:45 a.m.
NEDg Description generation batch_69c902dd915c8190a7059d73428f5cd7 completed March 29, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_69c90348e86c8190b6d61d4a58e79b81 completed March 29, 2026, 10:47 a.m.
Created at: March 27, 2026, 4:08 p.m.