Triple
T1457913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunraysia region |
E31439
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object |
Mildura Airport
Mildura Airport is a regional airport in northwestern Victoria, Australia, serving the Sunraysia area with domestic flights and general aviation services.
|
E168085
|
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: Mildura Airport | Statement: [Sunraysia region, hasAirport, Mildura Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mildura Airport Context triple: [Sunraysia region, hasAirport, Mildura Airport]
-
A.
Tullamarine Airport
Tullamarine Airport is the primary international and domestic airport serving Melbourne, Australia, and one of the country’s busiest aviation hubs.
-
B.
Albury Airport
Albury Airport is a regional airport in New South Wales, Australia, serving the city of Albury and surrounding areas with domestic flights.
-
C.
Deniliquin Airport
Deniliquin Airport is a regional public airport serving the town of Deniliquin in New South Wales, Australia, primarily handling general aviation and charter flights.
-
D.
Essendon Airport
Essendon Airport is a secondary airport in Melbourne, Australia, that served as the city’s main international airport before being superseded by Melbourne Airport.
-
E.
Wagga Wagga Airport
Wagga Wagga Airport is a regional airport in New South Wales, Australia, serving the city of Wagga Wagga with commercial, general aviation, and military-related flights.
- 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: Mildura Airport Triple: [Sunraysia region, hasAirport, Mildura Airport]
Generated description
Mildura Airport is a regional airport in northwestern Victoria, Australia, serving the Sunraysia area with domestic flights and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mildura Airport Target entity description: Mildura Airport is a regional airport in northwestern Victoria, Australia, serving the Sunraysia area with domestic flights and general aviation services.
-
A.
Tullamarine Airport
Tullamarine Airport is the primary international and domestic airport serving Melbourne, Australia, and one of the country’s busiest aviation hubs.
-
B.
Albury Airport
Albury Airport is a regional airport in New South Wales, Australia, serving the city of Albury and surrounding areas with domestic flights.
-
C.
Deniliquin Airport
Deniliquin Airport is a regional public airport serving the town of Deniliquin in New South Wales, Australia, primarily handling general aviation and charter flights.
-
D.
Essendon Airport
Essendon Airport is a secondary airport in Melbourne, Australia, that served as the city’s main international airport before being superseded by Melbourne Airport.
-
E.
Wagga Wagga Airport
Wagga Wagga Airport is a regional airport in New South Wales, Australia, serving the city of Wagga Wagga with commercial, general aviation, and military-related flights.
- 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_69a49917dfc081909acdbdf5d684f1ef |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c59a462881908e84b27846a6bc04 |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad0e7643e081909a088035faf2022d |
completed | March 8, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69ad121fee9c81909efddee10191b791 |
completed | March 8, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad127f25548190bdbcf99132237ad4 |
completed | March 8, 2026, 6:09 a.m. |
Created at: March 1, 2026, 8 p.m.