Triple
T5046171
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hervey Bay |
E113669
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Hervey Bay Airport
Hervey Bay Airport is a regional Australian airport in Queensland that serves the coastal city of Hervey Bay and the surrounding Fraser Coast area with domestic flights.
|
E488799
|
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: Hervey Bay Airport | Statement: [Hervey Bay, transport, Hervey Bay Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hervey Bay Airport Context triple: [Hervey Bay, transport, Hervey Bay Airport]
-
A.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
B.
Mackay Airport
Mackay Airport is a regional Australian airport in Queensland that serves the city of Mackay with domestic flights and supports the surrounding mining and tourism industries.
-
C.
Bundaberg Airport
Bundaberg Airport is a regional Australian airport serving the city of Bundaberg in Queensland, providing domestic flights and access to the surrounding area.
-
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: Hervey Bay Airport Triple: [Hervey Bay, transport, Hervey Bay Airport]
Generated description
Hervey Bay Airport is a regional Australian airport in Queensland that serves the coastal city of Hervey Bay and the surrounding Fraser Coast area with domestic flights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hervey Bay Airport Target entity description: Hervey Bay Airport is a regional Australian airport in Queensland that serves the coastal city of Hervey Bay and the surrounding Fraser Coast area with domestic flights.
-
A.
Townsville Airport
Townsville Airport is a regional Australian airport in Queensland that serves the city of Townsville with both civilian and military aviation operations.
-
B.
Mackay Airport
Mackay Airport is a regional Australian airport in Queensland that serves the city of Mackay with domestic flights and supports the surrounding mining and tourism industries.
-
C.
Bundaberg Airport
Bundaberg Airport is a regional Australian airport serving the city of Bundaberg in Queensland, providing domestic flights and access to the surrounding area.
-
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_69bd44391fc48190a311ce9c826c209b |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73fe99688190961708f5d8eb6bff |
completed | March 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c8e1fc481908faf1042ee7f49e9 |
completed | March 21, 2026, 1:26 p.m. |
| NEDg | Description generation | batch_69be9d517df88190bcd682badaca96c8 |
completed | March 21, 2026, 1:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9dea9de48190805b1e3527b47a00 |
completed | March 21, 2026, 1:32 p.m. |
Created at: March 20, 2026, 1:37 p.m.