Triple
T17318957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fraser Coast Regional Council |
E420503
|
entity |
| Predicate | hasMajorCentre |
P2106
|
FINISHED |
| Object | Maryborough, Queensland |
—
|
NE ONNED1 |
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: Maryborough, Queensland | Statement: [Fraser Coast Regional Council, hasMajorCentre, Maryborough, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryborough, Queensland Context triple: [Fraser Coast Regional Council, hasMajorCentre, Maryborough, Queensland]
-
A.
Maryborough, Queensland, Australia
chosen
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.
-
B.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
C.
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.
-
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.
Herston, Queensland
Herston, Queensland is an inner-city suburb of Brisbane known for its major health, education, and research precinct, including hospitals and university facilities.
- 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_69d889d22b848190a4663d0b8f8f76e7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4399f84a881908dd99ecd7cc02708 |
completed | April 19, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01954cfd048190b201c5e457c2a4a2 |
in_progress | May 11, 2026, 8:37 a.m. |
Created at: April 10, 2026, 5:43 a.m.