Triple
T17817455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maitland Airport |
E444883
|
entity |
| Predicate | hasBasedOrganisation |
P27738
|
FINISHED |
| Object |
Royal Newcastle Aero Club
The Royal Newcastle Aero Club is one of Australia’s oldest flying clubs, providing pilot training and general aviation services in the Newcastle–Maitland region of New South Wales.
|
E1289487
|
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: Royal Newcastle Aero Club | Statement: [Maitland Airport, hasBasedOrganisation, Royal Newcastle Aero Club]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Newcastle Aero Club Context triple: [Maitland Airport, hasBasedOrganisation, Royal Newcastle Aero Club]
-
A.
Royal Aero Club
The Royal Aero Club is a historic British aviation organization that has played a key role in promoting flying, issuing pilot licenses, and overseeing air sports in the United Kingdom.
-
B.
Kemble Flying Club
Kemble Flying Club is a general aviation flying club offering pilot training and recreational flying activities based at Cotswold Airport in Gloucestershire, England.
-
C.
Scottish Aero Club
The Scottish Aero Club is a long-established flying club in Scotland that promotes general aviation through pilot training, aircraft hire, and member activities.
-
D.
Royal Air Force Club
The Royal Air Force Club is an exclusive London members’ club for serving and former RAF officers, known for its historic aviation heritage and elegant facilities.
-
E.
Avro Heritage Museum
Avro Heritage Museum is an aviation museum in the UK dedicated to preserving and showcasing the history and aircraft of the Avro aviation company.
- 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: Royal Newcastle Aero Club Triple: [Maitland Airport, hasBasedOrganisation, Royal Newcastle Aero Club]
Generated description
The Royal Newcastle Aero Club is one of Australia’s oldest flying clubs, providing pilot training and general aviation services in the Newcastle–Maitland region of New South Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Newcastle Aero Club Target entity description: The Royal Newcastle Aero Club is one of Australia’s oldest flying clubs, providing pilot training and general aviation services in the Newcastle–Maitland region of New South Wales.
-
A.
Royal Aero Club
The Royal Aero Club is a historic British aviation organization that has played a key role in promoting flying, issuing pilot licenses, and overseeing air sports in the United Kingdom.
-
B.
Kemble Flying Club
Kemble Flying Club is a general aviation flying club offering pilot training and recreational flying activities based at Cotswold Airport in Gloucestershire, England.
-
C.
Scottish Aero Club
The Scottish Aero Club is a long-established flying club in Scotland that promotes general aviation through pilot training, aircraft hire, and member activities.
-
D.
Royal Air Force Club
The Royal Air Force Club is an exclusive London members’ club for serving and former RAF officers, known for its historic aviation heritage and elegant facilities.
-
E.
Avro Heritage Museum
Avro Heritage Museum is an aviation museum in the UK dedicated to preserving and showcasing the history and aircraft of the Avro aviation company.
- 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e48880457c81908214741d6cd7a1ee |
completed | April 19, 2026, 7:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02ff6630a08190b907c773c77149bb |
completed | May 12, 2026, 10:22 a.m. |
| NEDg | Description generation | batch_6a03004cb0048190bf6891754474e317 |
completed | May 12, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0300bda62081908e6da214147079c2 |
completed | May 12, 2026, 10:28 a.m. |
Created at: April 10, 2026, 10:14 a.m.