Triple
T3686530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillston |
E78237
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Hillston Airport
Hillston Airport is a small regional airport in Hillston, New South Wales, Australia, primarily serving general aviation and limited commercial or charter flights.
|
E418065
|
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: Hillston Airport | Statement: [Hillston, hasAirport, Hillston Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hillston Airport Context triple: [Hillston, hasAirport, Hillston Airport]
-
A.
Parkes Airport
Parkes Airport is a regional airport in New South Wales, Australia, serving the town of Parkes with domestic flights and general aviation services.
-
B.
Tullamarine Airport
Tullamarine Airport is the primary international and domestic airport serving Melbourne, Australia, and one of the country’s busiest aviation hubs.
-
C.
Albury Airport
Albury Airport is a regional airport in New South Wales, Australia, serving the city of Albury and surrounding areas with domestic flights.
-
D.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
E.
Sunshine Coast Airport
Sunshine Coast Airport is a regional Australian airport serving the Sunshine Coast in Queensland, providing domestic flights and limited international connections for the surrounding coastal communities.
- 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: Hillston Airport Triple: [Hillston, hasAirport, Hillston Airport]
Generated description
Hillston Airport is a small regional airport in Hillston, New South Wales, Australia, primarily serving general aviation and limited commercial or charter flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hillston Airport Target entity description: Hillston Airport is a small regional airport in Hillston, New South Wales, Australia, primarily serving general aviation and limited commercial or charter flights.
-
A.
Parkes Airport
Parkes Airport is a regional airport in New South Wales, Australia, serving the town of Parkes with domestic flights and general aviation services.
-
B.
Tullamarine Airport
Tullamarine Airport is the primary international and domestic airport serving Melbourne, Australia, and one of the country’s busiest aviation hubs.
-
C.
Albury Airport
Albury Airport is a regional airport in New South Wales, Australia, serving the city of Albury and surrounding areas with domestic flights.
-
D.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
E.
Sunshine Coast Airport
Sunshine Coast Airport is a regional Australian airport serving the Sunshine Coast in Queensland, providing domestic flights and limited international connections for the surrounding coastal communities.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4c676748190b074abfb9ba43b49 |
completed | March 8, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f0989c88190b4c675c7a6ec0e3e |
completed | March 14, 2026, 3:30 p.m. |
| NEDg | Description generation | batch_69b57f7f7b9481909d61a79b168a893d |
completed | March 14, 2026, 3:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b57ff830a4819088c3477624f1c148 |
completed | March 14, 2026, 3:34 p.m. |
Created at: March 8, 2026, 3:26 p.m.