Triple
T16741269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oakey Army Aviation Centre |
E406839
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Oakey, Queensland
Oakey, Queensland is a rural town in the Darling Downs region of Australia, known for its agricultural industry and nearby military aviation facilities.
|
E1230263
|
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: Oakey, Queensland | Statement: [Oakey Army Aviation Centre, location, Oakey, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakey, Queensland Context triple: [Oakey Army Aviation Centre, location, Oakey, Queensland]
-
A.
Mitchell, Queensland
Mitchell, Queensland is a small rural town in the Maranoa Region of outback Queensland, Australia, known for its artesian spa baths and role as a service centre for the surrounding pastoral district.
-
B.
Yuleba, Queensland
Yuleba, Queensland is a small rural town in inland south-western Queensland, Australia, known for its agricultural activities and role as a service centre along the Warrego Highway.
-
C.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
-
D.
Douglas, Queensland
Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
-
E.
Blackwater, Queensland
Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
- 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: Oakey, Queensland Triple: [Oakey Army Aviation Centre, location, Oakey, Queensland]
Generated description
Oakey, Queensland is a rural town in the Darling Downs region of Australia, known for its agricultural industry and nearby military aviation facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakey, Queensland Target entity description: Oakey, Queensland is a rural town in the Darling Downs region of Australia, known for its agricultural industry and nearby military aviation facilities.
-
A.
Mitchell, Queensland
Mitchell, Queensland is a small rural town in the Maranoa Region of outback Queensland, Australia, known for its artesian spa baths and role as a service centre for the surrounding pastoral district.
-
B.
Yuleba, Queensland
Yuleba, Queensland is a small rural town in inland south-western Queensland, Australia, known for its agricultural activities and role as a service centre along the Warrego Highway.
-
C.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
-
D.
Douglas, Queensland
Douglas is a suburb of Townsville in northern Queensland, Australia, known for hosting James Cook University and the Townsville University Hospital.
-
E.
Blackwater, Queensland
Blackwater, Queensland is a coal-mining town in central Queensland, Australia, known as a major hub of the Bowen Basin mining region.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c3e87348190acaf7c40e8f8b566 |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d52d88081909695a08d00bd2257 |
completed | May 10, 2026, 2:59 p.m. |
| NEDg | Description generation | batch_6a009dd925308190a82c6ef014b37333 |
completed | May 10, 2026, 3:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009e9b9874819084060408cdc44d0b |
completed | May 10, 2026, 3:04 p.m. |
Created at: April 10, 2026, 5:21 a.m.