Triple
T2684375
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esperance |
E57447
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Esperance Airport
Esperance Airport is a regional airport in Western Australia that serves the town of Esperance with domestic flights and general aviation services.
|
E287501
|
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: Esperance Airport | Statement: [Esperance, transport, Esperance Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperance Airport Context triple: [Esperance, transport, Esperance Airport]
-
A.
Geraldton Airport
Geraldton Airport is a regional airport in Western Australia that serves the city of Geraldton with domestic flights and general aviation services.
-
B.
Kalgoorlie-Boulder Airport
Kalgoorlie-Boulder Airport is a regional airport in Western Australia that serves the city of Kalgoorlie-Boulder with domestic passenger and mining-related charter flights.
-
C.
Bunbury Airport
Bunbury Airport is a regional airfield serving the city of Bunbury and the surrounding area in Western Australia.
-
D.
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.
-
E.
Mildura Airport
Mildura Airport is a regional airport in northwestern Victoria, Australia, serving the Sunraysia area with domestic flights and general aviation services.
- 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: Esperance Airport Triple: [Esperance, transport, Esperance Airport]
Generated description
Esperance Airport is a regional airport in Western Australia that serves the town of Esperance with domestic flights and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Esperance Airport Target entity description: Esperance Airport is a regional airport in Western Australia that serves the town of Esperance with domestic flights and general aviation services.
-
A.
Geraldton Airport
Geraldton Airport is a regional airport in Western Australia that serves the city of Geraldton with domestic flights and general aviation services.
-
B.
Kalgoorlie-Boulder Airport
Kalgoorlie-Boulder Airport is a regional airport in Western Australia that serves the city of Kalgoorlie-Boulder with domestic passenger and mining-related charter flights.
-
C.
Bunbury Airport
Bunbury Airport is a regional airfield serving the city of Bunbury and the surrounding area in Western Australia.
-
D.
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.
-
E.
Mildura Airport
Mildura Airport is a regional airport in northwestern Victoria, Australia, serving the Sunraysia area with domestic flights and general aviation services.
- 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_69ab4a5028388190a36f3baf1588309e |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd9edba5c8190b86d6cba0f1964e2 |
completed | March 7, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afa0700d548190944544495a2d42f6 |
completed | March 10, 2026, 4:39 a.m. |
| NEDg | Description generation | batch_69afa1196aac81909b25557dff5acf5e |
completed | March 10, 2026, 4:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afa1a7d9b48190a8b14a7d209e1f26 |
completed | March 10, 2026, 4:44 a.m. |
Created at: March 6, 2026, 9:54 p.m.