Triple
T822510
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cessnock, New South Wales |
E17779
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Cessnock Airport
Cessnock Airport is a regional airfield in the Hunter Valley of New South Wales, Australia, primarily serving general aviation, flight training, and tourism activities such as wine region access and scenic flights.
|
E103883
|
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: Cessnock Airport | Statement: [Cessnock, New South Wales, hasTransport, Cessnock Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cessnock Airport Context triple: [Cessnock, New South Wales, hasTransport, Cessnock Airport]
-
A.
Malton Airport
Malton Airport was the original name of what is now Toronto Pearson International Airport, Canada’s largest and busiest airport serving the Greater Toronto Area.
-
B.
Newcastle Airport
Newcastle Airport is a major regional airport in New South Wales, Australia, serving the city of Newcastle and the surrounding Hunter Region with domestic and limited international flights.
-
C.
Avalon Airport
Avalon Airport is a regional airport in Victoria, Australia, serving the Greater Melbourne and Geelong areas with domestic flights and some international and low-cost carrier operations.
-
D.
Temora Airport
Temora Airport is a regional airfield in Temora, New South Wales, Australia, known for serving general aviation and hosting the Temora Aviation Museum’s historic aircraft.
-
E.
Netheravon Airfield
Netheravon Airfield is a historic British military airfield on Salisbury Plain in Wiltshire, England, long associated with early army aviation and pilot training.
- 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: Cessnock Airport Triple: [Cessnock, New South Wales, hasTransport, Cessnock Airport]
Generated description
Cessnock Airport is a regional airfield in the Hunter Valley of New South Wales, Australia, primarily serving general aviation, flight training, and tourism activities such as wine region access and scenic flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cessnock Airport Target entity description: Cessnock Airport is a regional airfield in the Hunter Valley of New South Wales, Australia, primarily serving general aviation, flight training, and tourism activities such as wine region access and scenic flights.
-
A.
Malton Airport
Malton Airport was the original name of what is now Toronto Pearson International Airport, Canada’s largest and busiest airport serving the Greater Toronto Area.
-
B.
Newcastle Airport
Newcastle Airport is a major regional airport in New South Wales, Australia, serving the city of Newcastle and the surrounding Hunter Region with domestic and limited international flights.
-
C.
Avalon Airport
Avalon Airport is a regional airport in Victoria, Australia, serving the Greater Melbourne and Geelong areas with domestic flights and some international and low-cost carrier operations.
-
D.
Temora Airport
Temora Airport is a regional airfield in Temora, New South Wales, Australia, known for serving general aviation and hosting the Temora Aviation Museum’s historic aircraft.
-
E.
Netheravon Airfield
Netheravon Airfield is a historic British military airfield on Salisbury Plain in Wiltshire, England, long associated with early army aviation and pilot training.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab7c139c8190b6d75661b5138d89 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b84122cc81909b12b69e27d50008 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7b946a4348190bfe86d5b93696383 |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7b9bb13f08190ad75518ba81b210d |
completed | March 4, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:38 p.m.