Triple
T14453082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba City Aerodrome |
E358385
|
entity |
| Predicate | servesRegion |
P82
|
FINISHED |
| Object |
Toowoomba Region
The Toowoomba Region is a local government area in the Darling Downs of southern Queensland, Australia, centered on the city of Toowoomba and encompassing a mix of urban, rural, and agricultural communities.
|
E1102502
|
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 Region | Statement: [Toowoomba City Aerodrome, servesRegion, Toowoomba Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Region Context triple: [Toowoomba City Aerodrome, servesRegion, Toowoomba Region]
-
A.
Bundaberg Region
Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
-
B.
Central Queensland
Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
-
C.
Rockhampton Region
Rockhampton Region is a local government area in Central Queensland, Australia, encompassing the city of Rockhampton and surrounding rural and coastal communities.
-
D.
Fraser Coast Region
Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
-
E.
South East Queensland
South East Queensland is a populous and rapidly growing coastal region of Queensland, Australia, encompassing major urban centers such as Brisbane, the Gold Coast, and the Sunshine Coast.
- 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 Region Triple: [Toowoomba City Aerodrome, servesRegion, Toowoomba Region]
Generated description
The Toowoomba Region is a local government area in the Darling Downs of southern Queensland, Australia, centered on the city of Toowoomba and encompassing a mix of urban, rural, and agricultural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toowoomba Region Target entity description: The Toowoomba Region is a local government area in the Darling Downs of southern Queensland, Australia, centered on the city of Toowoomba and encompassing a mix of urban, rural, and agricultural communities.
-
A.
Bundaberg Region
Bundaberg Region is a local government area in Queensland, Australia, known for its coastal communities, agricultural production, and the regional city of Bundaberg.
-
B.
Central Queensland
Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
-
C.
Rockhampton Region
Rockhampton Region is a local government area in Central Queensland, Australia, encompassing the city of Rockhampton and surrounding rural and coastal communities.
-
D.
Fraser Coast Region
Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
-
E.
South East Queensland
South East Queensland is a populous and rapidly growing coastal region of Queensland, Australia, encompassing major urban centers such as Brisbane, the Gold Coast, and the Sunshine Coast.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91a8bf088190abf5fd4f646b8c62 |
completed | April 14, 2026, 7:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd6d86dbc0819085fef8fa8b45b373 |
completed | May 8, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69fd6efed3108190a524c64adf740303 |
completed | May 8, 2026, 5:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6f8648408190aed910a7f269abee |
completed | May 8, 2026, 5:07 a.m. |
Created at: April 10, 2026, 1:19 a.m.