Triple
T14384119
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryborough, Queensland |
E356678
|
entity |
| Predicate | hasNearbyCity |
P350
|
FINISHED |
| Object | Hervey Bay |
E113669
|
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: Hervey Bay | Statement: [Maryborough, Queensland, hasNearbyCity, Hervey Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hervey Bay Context triple: [Maryborough, Queensland, hasNearbyCity, Hervey Bay]
-
A.
Hervey Bay
chosen
Hervey Bay is a coastal city in Queensland, Australia, known as a popular gateway to Fraser Island and for its whale-watching opportunities.
-
B.
Port Gilbert
Port Gilbert was the original settlement that later developed into the city of Racine, Wisconsin, on the shore of Lake Michigan.
-
C.
Cape Leveque
Cape Leveque is a remote, scenic headland on the northern tip of Western Australia’s Dampier Peninsula, known for its striking red cliffs, white sand beaches, and rich Aboriginal heritage.
-
D.
Port Hedland
Port Hedland is a major iron ore export port town on the north coast of Western Australia, known for its large deep-water harbor and heavy industry.
-
E.
Port Douglas
Port Douglas is a coastal resort town in Far North Queensland, Australia, known for its proximity to the Great Barrier Reef and the Daintree Rainforest.
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de900d28c88190a37feee4743563de |
completed | April 14, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5511c9e4819089dcbf089ca0dc6a |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:16 a.m.