Triple
T5601347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamaga |
E147126
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Bamaga Airport
Bamaga Airport is a regional airfield serving the remote community of Bamaga near the northern tip of Cape York Peninsula in Queensland, Australia.
|
E545859
|
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: Bamaga Airport | Statement: [Bamaga, hasAirport, Bamaga Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamaga Airport Context triple: [Bamaga, hasAirport, Bamaga Airport]
-
A.
Weipa Airport
Weipa Airport is a regional airport in Weipa, Queensland, Australia, serving as the primary air transport hub for the remote western Cape York Peninsula region.
-
B.
Tennant Creek Airport
Tennant Creek Airport is a regional airport in the Northern Territory of Australia that serves the remote town of Tennant Creek and surrounding outback communities.
-
C.
Mount Isa Airport
Mount Isa Airport is a regional Australian airport in Queensland that serves the mining city of Mount Isa with domestic passenger and freight flights.
-
D.
Bunbury Airport
Bunbury Airport is a regional airfield serving the city of Bunbury and the surrounding area in Western Australia.
-
E.
Broome International Airport
Broome International Airport is a regional airport in Broome, Western Australia, serving as a key gateway for domestic flights and tourism to the Kimberley region.
- 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: Bamaga Airport Triple: [Bamaga, hasAirport, Bamaga Airport]
Generated description
Bamaga Airport is a regional airfield serving the remote community of Bamaga near the northern tip of Cape York Peninsula in Queensland, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamaga Airport Target entity description: Bamaga Airport is a regional airfield serving the remote community of Bamaga near the northern tip of Cape York Peninsula in Queensland, Australia.
-
A.
Weipa Airport
Weipa Airport is a regional airport in Weipa, Queensland, Australia, serving as the primary air transport hub for the remote western Cape York Peninsula region.
-
B.
Tennant Creek Airport
Tennant Creek Airport is a regional airport in the Northern Territory of Australia that serves the remote town of Tennant Creek and surrounding outback communities.
-
C.
Mount Isa Airport
Mount Isa Airport is a regional Australian airport in Queensland that serves the mining city of Mount Isa with domestic passenger and freight flights.
-
D.
Bunbury Airport
Bunbury Airport is a regional airfield serving the city of Bunbury and the surrounding area in Western Australia.
-
E.
Broome International Airport
Broome International Airport is a regional airport in Broome, Western Australia, serving as a key gateway for domestic flights and tourism to the Kimberley region.
- 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020da519c81908626b243e40db263 |
completed | March 22, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07d931c2c819081ee41a633436d7d |
completed | March 22, 2026, 11:38 p.m. |
| NEDg | Description generation | batch_69c08c6a7d10819084ec17299ec0df69 |
completed | March 23, 2026, 12:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08cc71a9c8190ac3aa082cb7bf0fc |
completed | March 23, 2026, 12:43 a.m. |
Created at: March 22, 2026, 3:39 p.m.