Triple
T19945637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central West Queensland |
E479415
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Aramac
Aramac is a small rural town and service centre in central western Queensland, Australia, known for its pastoral history and outback character.
|
E1404409
|
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: Aramac | Statement: [Central West Queensland, hasMajorTown, Aramac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aramac Context triple: [Central West Queensland, hasMajorTown, Aramac]
-
A.
Orangefield
"Orangefield" is a song by Van Morrison, featured on his 1989 album *Avalon Sunset*.
-
B.
Kandos
Kandos is a small town in New South Wales, Australia, historically known for its cement industry and its location near the Capertee Valley and Wollemi National Park.
-
C.
Longreach
Longreach is a prominent outback town in western Queensland, Australia, known for its pastoral history and as the home of major attractions like the Qantas Founders Museum and the Australian Stockman’s Hall of Fame.
-
D.
Gilgandra
Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
-
E.
Bullocks Flat
Bullocks Flat is a station and terminal area in New South Wales’ Snowy Mountains that serves as the lower access point for the Skitube Alpine Railway to the Perisher ski fields.
- 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: Aramac Triple: [Central West Queensland, hasMajorTown, Aramac]
Generated description
Aramac is a small rural town and service centre in central western Queensland, Australia, known for its pastoral history and outback character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aramac Target entity description: Aramac is a small rural town and service centre in central western Queensland, Australia, known for its pastoral history and outback character.
-
A.
Orangefield
"Orangefield" is a song by Van Morrison, featured on his 1989 album *Avalon Sunset*.
-
B.
Kandos
Kandos is a small town in New South Wales, Australia, historically known for its cement industry and its location near the Capertee Valley and Wollemi National Park.
-
C.
Longreach
Longreach is a prominent outback town in western Queensland, Australia, known for its pastoral history and as the home of major attractions like the Qantas Founders Museum and the Australian Stockman’s Hall of Fame.
-
D.
Gilgandra
Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
-
E.
Bullocks Flat
Bullocks Flat is a station and terminal area in New South Wales’ Snowy Mountains that serves as the lower access point for the Skitube Alpine Railway to the Perisher ski fields.
- 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_6a07fdc6b0348190b26485ab163bebd0 |
completed | May 16, 2026, 5:16 a.m. |
| NEDg | Description generation | batch_6a07fe4573a48190919a59e466b34e35 |
completed | May 16, 2026, 5:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07fede18a08190a7a7a698d7598023 |
completed | May 16, 2026, 5:21 a.m. |
Created at: April 10, 2026, 1:54 p.m.