Triple
T4037801
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shellharbour |
E83868
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Shellharbour Airport
Shellharbour Airport is a regional airport in New South Wales, Australia, providing domestic flights and general aviation services to the Shellharbour and Illawarra region.
|
E424512
|
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: Shellharbour Airport | Statement: [Shellharbour, hasTransport, Shellharbour Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shellharbour Airport Context triple: [Shellharbour, hasTransport, Shellharbour Airport]
-
A.
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.
-
B.
Hamilton Island Airport
Hamilton Island Airport is a regional Australian airport serving as the main air gateway for tourists visiting Hamilton Island and the surrounding Whitsunday Islands near the Great Barrier Reef.
-
C.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
D.
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.
-
E.
Flinders Island Airport
Flinders Island Airport is a regional airport serving Flinders Island in Tasmania, Australia, providing essential air links for residents, visitors, and freight.
- 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: Shellharbour Airport Triple: [Shellharbour, hasTransport, Shellharbour Airport]
Generated description
Shellharbour Airport is a regional airport in New South Wales, Australia, providing domestic flights and general aviation services to the Shellharbour and Illawarra region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shellharbour Airport Target entity description: Shellharbour Airport is a regional airport in New South Wales, Australia, providing domestic flights and general aviation services to the Shellharbour and Illawarra region.
-
A.
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.
-
B.
Hamilton Island Airport
Hamilton Island Airport is a regional Australian airport serving as the main air gateway for tourists visiting Hamilton Island and the surrounding Whitsunday Islands near the Great Barrier Reef.
-
C.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
D.
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.
-
E.
Flinders Island Airport
Flinders Island Airport is a regional airport serving Flinders Island in Tasmania, Australia, providing essential air links for residents, visitors, and freight.
- 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_69aed92f7cf0819098e0539bdcc3767f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefb3656f08190aa5286d951013646 |
completed | March 9, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a836606c81909acd0f0e31448ba9 |
completed | March 14, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69b5a8caf8bc819084526cf3ee57db86 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acd1de6881909ec9d7d542bb8552 |
completed | March 14, 2026, 6:45 p.m. |
Created at: March 9, 2026, 3:37 p.m.