Triple
T1750852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RAAF Base Amberley |
E38436
|
entity |
| Predicate | location |
P40
|
FINISHED |
| Object |
Amberley, Queensland
Amberley, Queensland is a locality in Ipswich, Australia, best known as the site of the country’s largest Royal Australian Air Force base.
|
E196927
|
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: Amberley, Queensland | Statement: [RAAF Base Amberley, location, Amberley, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amberley, Queensland Context triple: [RAAF Base Amberley, location, Amberley, Queensland]
-
A.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
B.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
-
C.
Maroochydore
Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
-
D.
Cooktown
Cooktown is a small coastal town in Far North Queensland, Australia, known as the site of Captain James Cook’s 1770 landing and for its proximity to the Great Barrier Reef and Cape York wilderness.
-
E.
Caloundra
Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
- 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: Amberley, Queensland Triple: [RAAF Base Amberley, location, Amberley, Queensland]
Generated description
Amberley, Queensland is a locality in Ipswich, Australia, best known as the site of the country’s largest Royal Australian Air Force base.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amberley, Queensland Target entity description: Amberley, Queensland is a locality in Ipswich, Australia, best known as the site of the country’s largest Royal Australian Air Force base.
-
A.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
B.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
-
C.
Maroochydore
Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
-
D.
Cooktown
Cooktown is a small coastal town in Far North Queensland, Australia, known as the site of Captain James Cook’s 1770 landing and for its proximity to the Great Barrier Reef and Cape York wilderness.
-
E.
Caloundra
Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
- 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6411cc788190a052b029dbffa7ca |
completed | March 6, 2026, 5:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0e40cb88190953c639ee2464a54 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1a2fb9481909d9ed587921ca6b6 |
completed | March 8, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada4e28830819082ed7facee14587f |
completed | March 8, 2026, 4:33 p.m. |
Created at: March 4, 2026, 7:31 p.m.