Triple

T15543937
Position Surface form Disambiguated ID Type / Status
Subject Bega District Hospital E370552 entity
Predicate locatedIn P40 FINISHED
Object Bega, New South Wales
Bega, New South Wales is a regional town on the South Coast of Australia known for its dairy industry and as the commercial and service hub of the surrounding agricultural district.
 E1163379 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: Bega, New South Wales | Statement: [Bega District Hospital, locatedIn, Bega, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bega, New South Wales
Context triple: [Bega District Hospital, locatedIn, Bega, New South Wales]
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Taree, New South Wales
    Taree, New South Wales is a regional town on the Mid North Coast of Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding rural area.
  • C. Yamba, New South Wales
    Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
  • D. Belmont, New South Wales
    Belmont, New South Wales is a coastal suburb in the City of Lake Macquarie, near Newcastle, known for its lakeside recreation and residential communities.
  • E. Milbrulong, New South Wales
    Milbrulong, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
  • 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: Bega, New South Wales
Triple: [Bega District Hospital, locatedIn, Bega, New South Wales]
Generated description
Bega, New South Wales is a regional town on the South Coast of Australia known for its dairy industry and as the commercial and service hub of the surrounding agricultural district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bega, New South Wales
Target entity description: Bega, New South Wales is a regional town on the South Coast of Australia known for its dairy industry and as the commercial and service hub of the surrounding agricultural district.
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Taree, New South Wales
    Taree, New South Wales is a regional town on the Mid North Coast of Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding rural area.
  • C. Yamba, New South Wales
    Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
  • D. Belmont, New South Wales
    Belmont, New South Wales is a coastal suburb in the City of Lake Macquarie, near Newcastle, known for its lakeside recreation and residential communities.
  • E. Milbrulong, New South Wales
    Milbrulong, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
  • 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_69d85cc521a08190921fb50319dddc34 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e0443410408190a249889edcd9c599 completed April 16, 2026, 2:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4558677881908704ac86c12e1fc4 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff468d1db88190ad71bc6780df5439 completed May 9, 2026, 2:37 p.m.
NED2 Entity disambiguation (via description) batch_69ff472fb24c8190912755bd95ef50c9 completed May 9, 2026, 2:39 p.m.
Created at: April 10, 2026, 4:07 a.m.