Triple
T19945632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central West Queensland |
E479415
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Blackall
Blackall is a rural town in western Queensland, Australia, known historically for its sheep and wool industry and as a service centre for the surrounding pastoral region.
|
E1403000
|
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: Blackall | Statement: [Central West Queensland, hasMajorTown, Blackall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blackall Context triple: [Central West Queensland, hasMajorTown, Blackall]
-
A.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
B.
Kurrajong
Kurrajong is a locality in the Australian Capital Territory known for its rural character and proximity to the Ginninderra region.
-
C.
Burwood
Burwood is a suburb in Sydney’s Inner West known for its diverse community, busy commercial centre, and strong transport links to the city.
-
D.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
E.
Drumoyne
Drumoyne is a residential district in the south-west of Glasgow, Scotland, known for its proximity to the River Clyde and neighboring areas like Linthouse and Govan.
- 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: Blackall Triple: [Central West Queensland, hasMajorTown, Blackall]
Generated description
Blackall is a rural town in western Queensland, Australia, known historically for its sheep and wool industry and as a service centre for the surrounding pastoral region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blackall Target entity description: Blackall is a rural town in western Queensland, Australia, known historically for its sheep and wool industry and as a service centre for the surrounding pastoral region.
-
A.
Kurrajong
Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
-
B.
Kurrajong
Kurrajong is a locality in the Australian Capital Territory known for its rural character and proximity to the Ginninderra region.
-
C.
Burwood
Burwood is a suburb in Sydney’s Inner West known for its diverse community, busy commercial centre, and strong transport links to the city.
-
D.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
E.
Drumoyne
Drumoyne is a residential district in the south-west of Glasgow, Scotland, known for its proximity to the River Clyde and neighboring areas like Linthouse and Govan.
- 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_69d8e522a17c819095165d4d24939fd8 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65a6654f481908089e1d66e17e024 |
completed | April 20, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07f6f2e9dc81909785e4e43c5284b9 |
completed | May 16, 2026, 4:47 a.m. |
| NEDg | Description generation | batch_6a07f88c821c8190a11378d59f4b2063 |
completed | May 16, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07f914434c8190a0e056a8aaa8a1fb |
completed | May 16, 2026, 4:56 a.m. |
Created at: April 10, 2026, 1:54 p.m.