Triple
T582746
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba |
E15092
|
entity |
| Predicate | locatedInRegion |
P40
|
FINISHED |
| Object |
Darling Downs
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
|
E77346
|
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: Darling Downs | Statement: [Toowoomba, locatedInRegion, Darling Downs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darling Downs Context triple: [Toowoomba, locatedInRegion, Darling Downs]
-
A.
Central Tablelands
The Central Tablelands is a region of New South Wales, Australia, characterized by elevated plateaus, rural towns, and a mix of agricultural and natural landscapes west of the Great Dividing Range.
-
B.
Riverina region
The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
-
C.
Southern Tablelands
The Southern Tablelands is a pastoral and agricultural region of New South Wales, Australia, characterized by rolling highland plains and rural townships south and southwest of Sydney.
-
D.
Sunshine Coast
Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
-
E.
Kimberley region
The Kimberley region is a remote and sparsely populated area in the far north of Western Australia, known for its dramatic rugged landscapes, ancient rock formations, and rich Aboriginal cultural heritage.
- 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: Darling Downs Triple: [Toowoomba, locatedInRegion, Darling Downs]
Generated description
Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darling Downs Target entity description: Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
-
A.
Central Tablelands
The Central Tablelands is a region of New South Wales, Australia, characterized by elevated plateaus, rural towns, and a mix of agricultural and natural landscapes west of the Great Dividing Range.
-
B.
Riverina region
The Riverina region is a major agricultural area in southwestern New South Wales, Australia, known for its extensive irrigation, grain and rice production, and key regional centers such as Wagga Wagga and Griffith.
-
C.
Southern Tablelands
The Southern Tablelands is a pastoral and agricultural region of New South Wales, Australia, characterized by rolling highland plains and rural townships south and southwest of Sydney.
-
D.
Sunshine Coast
Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
-
E.
Kimberley region
The Kimberley region is a remote and sparsely populated area in the far north of Western Australia, known for its dramatic rugged landscapes, ancient rock formations, and rich Aboriginal cultural heritage.
- 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_69a55a734f6c8190a141dafc03dd2e77 |
completed | March 2, 2026, 9:37 a.m. |
| NEDg | Description generation | batch_69a55b3c0d008190bb5fca8cb4aa6df5 |
completed | March 2, 2026, 9:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a55b8812648190b4b35f630f0003a0 |
completed | March 2, 2026, 9:42 a.m. |
Created at: March 1, 2026, 7:33 p.m.