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.