Triple
T5372652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Victoria (Australia) |
E108887
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Ballarat
Ballarat is a historic regional city in central Victoria, Australia, best known for its 19th-century gold rush heritage and well-preserved Victorian-era architecture.
|
E518165
|
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: Ballarat | Statement: [Victoria (Australia), containsCity, Ballarat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ballarat Context triple: [Victoria (Australia), containsCity, Ballarat]
-
A.
Geelong
Geelong is a coastal city in the state of Victoria, Australia, known as a major regional center southwest of Melbourne.
-
B.
Bendigo
Bendigo is a historic regional city in central Victoria, Australia, known for its 19th-century gold rush heritage and well-preserved Victorian architecture.
-
C.
Shepparton
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
-
D.
Richmond, Victoria
Richmond, Victoria is an inner-city suburb of Melbourne, Australia, known for its vibrant multicultural community, bustling shopping and dining strips, and strong Australian rules football culture.
-
E.
Renmark
Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
- 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: Ballarat Triple: [Victoria (Australia), containsCity, Ballarat]
Generated description
Ballarat is a historic regional city in central Victoria, Australia, best known for its 19th-century gold rush heritage and well-preserved Victorian-era architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ballarat Target entity description: Ballarat is a historic regional city in central Victoria, Australia, best known for its 19th-century gold rush heritage and well-preserved Victorian-era architecture.
-
A.
Geelong
Geelong is a coastal city in the state of Victoria, Australia, known as a major regional center southwest of Melbourne.
-
B.
Bendigo
Bendigo is a historic regional city in central Victoria, Australia, known for its 19th-century gold rush heritage and well-preserved Victorian architecture.
-
C.
Shepparton
Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
-
D.
Richmond, Victoria
Richmond, Victoria is an inner-city suburb of Melbourne, Australia, known for its vibrant multicultural community, bustling shopping and dining strips, and strong Australian rules football culture.
-
E.
Renmark
Renmark is a rural town in South Australia's Riverland region, known for its irrigated fruit production and location along the Murray River.
- 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_69bd440c77948190aad2a5f39b7b80f5 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd86abc1e88190ad08279c3bf238e5 |
completed | March 20, 2026, 5:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3a94acc48190a4c0ea39c6b8a405 |
completed | March 22, 2026, 12:40 a.m. |
| NEDg | Description generation | batch_69bf3b2a1a888190b4c4191ec6b98b42 |
completed | March 22, 2026, 12:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3b8170748190b2e7e427323d55f9 |
completed | March 22, 2026, 12:44 a.m. |
Created at: March 20, 2026, 2:02 p.m.