Triple
T582780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba |
E15092
|
entity |
| Predicate | hasEvent |
P811
|
FINISHED |
| Object |
Toowoomba Royal Show
The Toowoomba Royal Show is an annual agricultural and entertainment show in Toowoomba, Queensland, featuring livestock competitions, exhibitions, rides, and community events.
|
E73502
|
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: Toowoomba Royal Show | Statement: [Toowoomba, hasEvent, Toowoomba Royal Show]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Royal Show Context triple: [Toowoomba, hasEvent, Toowoomba Royal Show]
-
A.
Toowoomba Carnival of Flowers
The Toowoomba Carnival of Flowers is an annual spring festival in Toowoomba, Australia, celebrated for its elaborate floral displays, garden tours, and community events.
-
B.
Eumundi Markets
Eumundi Markets is a renowned open-air artisan and farmers’ market in Eumundi on Queensland’s Sunshine Coast, famous for its local crafts, food, music, and vibrant community atmosphere.
-
C.
Toowoomba
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
D.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
E.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
- 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: Toowoomba Royal Show Triple: [Toowoomba, hasEvent, Toowoomba Royal Show]
Generated description
The Toowoomba Royal Show is an annual agricultural and entertainment show in Toowoomba, Queensland, featuring livestock competitions, exhibitions, rides, and community events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Royal Show Target entity description: The Toowoomba Royal Show is an annual agricultural and entertainment show in Toowoomba, Queensland, featuring livestock competitions, exhibitions, rides, and community events.
-
A.
Toowoomba Carnival of Flowers
The Toowoomba Carnival of Flowers is an annual spring festival in Toowoomba, Australia, celebrated for its elaborate floral displays, garden tours, and community events.
-
B.
Eumundi Markets
Eumundi Markets is a renowned open-air artisan and farmers’ market in Eumundi on Queensland’s Sunshine Coast, famous for its local crafts, food, music, and vibrant community atmosphere.
-
C.
Toowoomba
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
D.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
E.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
- 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_69a4935783b8819082b77726ec10cc42 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49b85becc8190b4d98c00e5fa7c04 |
completed | March 1, 2026, 8:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a510380e048190b2f8f08abf07a594 |
completed | March 2, 2026, 4:21 a.m. |
| NEDg | Description generation | batch_69a510af351c8190aa40f108595bc47a |
completed | March 2, 2026, 4:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a511302c34819085eb7e180ccb1a61 |
completed | March 2, 2026, 4:25 a.m. |
Created at: March 1, 2026, 7:33 p.m.