Triple
T13406886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nambour railway station |
E319982
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Nambour, Queensland |
E82871
|
NE FINISHED |
How this triple was built (2 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: Nambour, Queensland | Statement: [Nambour railway station, locatedIn, Nambour, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nambour, Queensland Context triple: [Nambour railway station, locatedIn, Nambour, Queensland]
-
A.
Nambour
chosen
Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
-
B.
Townsville, Queensland
Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
-
C.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
D.
Hamilton, Queensland
Hamilton, Queensland is an affluent riverside suburb of Brisbane, Australia, known for its heritage homes, racecourse precinct, and proximity to the Brisbane River and city.
-
E.
Maryborough, Queensland, Australia
Maryborough, Queensland, Australia is a historic city on the Mary River known for its colonial architecture and as the birthplace of "Mary Poppins" author P. L. Travers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d806b943cc8190b6af624d385d7e12 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbae4be498819094798473a1bfd853 |
completed | April 12, 2026, 2:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7307ad4448190b4fb99abcc00430b |
completed | May 3, 2026, 11:24 a.m. |
Created at: April 9, 2026, 9:35 p.m.