Triple
T14742220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Carrara, Queensland |
E346375
|
entity |
| Predicate | nearbySuburb |
P41355
|
FINISHED |
| Object | Nerang, Queensland |
E72376
|
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: Nerang, Queensland | Statement: [Carrara, Queensland, nearbySuburb, Nerang, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nerang, Queensland Context triple: [Carrara, Queensland, nearbySuburb, Nerang, Queensland]
-
A.
Nerang
chosen
Nerang is a suburb and key residential and commercial hub located in the inland western part of the Gold Coast in Queensland, Australia.
-
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.
Enoggera, Queensland
Enoggera, Queensland is a suburb of Brisbane known for its significant Australian Army presence, including major military facilities and training areas.
-
D.
Ormiston, Queensland
Ormiston, Queensland is a coastal suburb in the Redland City region near Brisbane, known for its heritage sites and residential character.
-
E.
Tweed Heads
Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
- 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7367a1c819081082cc355e385fa |
completed | April 14, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb93e94c8190beba605e26d4552c |
completed | May 8, 2026, 3:04 p.m. |
Created at: April 10, 2026, 1:30 a.m.