Triple

T116111
Position Surface form Disambiguated ID Type / Status
Subject Riverina E2341 entity
Predicate hasCity P316 FINISHED
Object 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.
E20750 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: Wagga Wagga | Statement: [Riverina, hasCity, Wagga Wagga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wagga Wagga
Context triple: [Riverina, hasCity, Wagga Wagga]
  • A. Wollongong
    Wollongong is a coastal city in Australia known for its heavy industry, port facilities, and popular surf beaches along the Illawarra region.
  • B. Rockhampton
    Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
  • C. Adelaide
    Adelaide is the coastal capital city of South Australia, known for its festivals, wine regions, and planned grid layout.
  • D. Hobart
    Hobart is the capital city of the Australian island state of Tasmania, known for its historic waterfront, proximity to Mount Wellington, and vibrant arts and food scenes.
  • E. Perth
    Perth is a historic city in central Scotland, often called the "Fair City," known for its medieval heritage and role as a former Scottish capital.
  • 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: Wagga Wagga
Triple: [Riverina, hasCity, Wagga Wagga]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wagga Wagga
Target entity description: 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.
  • A. Wollongong
    Wollongong is a coastal city in Australia known for its heavy industry, port facilities, and popular surf beaches along the Illawarra region.
  • B. Rockhampton
    Rockhampton is a regional city in central Queensland, Australia, known as a major agricultural and beef production hub along the Fitzroy River.
  • C. Adelaide
    Adelaide is the coastal capital city of South Australia, known for its festivals, wine regions, and planned grid layout.
  • D. Hobart
    Hobart is the capital city of the Australian island state of Tasmania, known for its historic waterfront, proximity to Mount Wellington, and vibrant arts and food scenes.
  • E. Perth
    Perth is the capital and largest city of Western Australia, known for its coastal lifestyle, sunny climate, and isolation as one of the world’s most remote major cities.
  • 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_69a2506c5428819085c28a8884790e29 completed Feb. 28, 2026, 2:18 a.m.
NER Named-entity recognition batch_69a256f1278881909dc9c17113d2cca2 completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2e0f3430481908a6304e5938c2eac completed Feb. 28, 2026, 12:34 p.m.
NEDg Description generation batch_69a2e1b356948190a278cd62d59432cb completed Feb. 28, 2026, 12:38 p.m.
NED2 Entity disambiguation (via description) batch_69a2e231b0048190823f9b6cd768de3c completed Feb. 28, 2026, 12:40 p.m.
Created at: Feb. 28, 2026, 2:24 a.m.