Triple
T14543475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robina, Gold Coast |
E341227
|
entity |
| Predicate | hasNeighbouringSuburb |
P41355
|
FINISHED |
| Object |
Mudgeeraba
Mudgeeraba is a semi-rural residential suburb in the City of Gold Coast, Queensland, known for its village atmosphere, historic buildings, and proximity to both hinterland and coastal amenities.
|
E1116536
|
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: Mudgeeraba | Statement: [Robina, Gold Coast, hasNeighbouringSuburb, Mudgeeraba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mudgeeraba Context triple: [Robina, Gold Coast, hasNeighbouringSuburb, Mudgeeraba]
-
A.
Tea Tree Bay
Tea Tree Bay is a picturesque, sheltered beach cove within Noosa National Park in Queensland, Australia, popular for swimming, surfing, and coastal walks.
-
B.
Coomera
Coomera is a rapidly growing suburb in the northern Gold Coast region of Queensland, Australia, known for its theme parks, residential developments, and transport links.
-
C.
Burrum Heads
Burrum Heads is a small coastal town in Queensland, Australia, known for its fishing, boating, and relaxed seaside lifestyle at the mouth of the Burrum River.
-
D.
Wamberal
Wamberal is a coastal suburb on the Central Coast of New South Wales, Australia, known for its long sandy beach and residential lifestyle.
-
E.
Mareeba
Mareeba is a rural town in Far North Queensland, Australia, known for its agriculture, multicultural heritage, and role as a service centre for the Atherton Tablelands region.
- 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: Mudgeeraba Triple: [Robina, Gold Coast, hasNeighbouringSuburb, Mudgeeraba]
Generated description
Mudgeeraba is a semi-rural residential suburb in the City of Gold Coast, Queensland, known for its village atmosphere, historic buildings, and proximity to both hinterland and coastal amenities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mudgeeraba Target entity description: Mudgeeraba is a semi-rural residential suburb in the City of Gold Coast, Queensland, known for its village atmosphere, historic buildings, and proximity to both hinterland and coastal amenities.
-
A.
Tea Tree Bay
Tea Tree Bay is a picturesque, sheltered beach cove within Noosa National Park in Queensland, Australia, popular for swimming, surfing, and coastal walks.
-
B.
Coomera
Coomera is a rapidly growing suburb in the northern Gold Coast region of Queensland, Australia, known for its theme parks, residential developments, and transport links.
-
C.
Burrum Heads
Burrum Heads is a small coastal town in Queensland, Australia, known for its fishing, boating, and relaxed seaside lifestyle at the mouth of the Burrum River.
-
D.
Wamberal
Wamberal is a coastal suburb on the Central Coast of New South Wales, Australia, known for its long sandy beach and residential lifestyle.
-
E.
Mareeba
Mareeba is a rural town in Far North Queensland, Australia, known for its agriculture, multicultural heritage, and role as a service centre for the Atherton Tablelands region.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb1be5a8081909bf727e28a5bba4a |
completed | April 14, 2026, 9:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb76fb58819088e5a0101143a401 |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfe0cb9348190bbdadac6343b29c2 |
completed | May 8, 2026, 3:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfec4428c81909bf3dac434700a40 |
completed | May 8, 2026, 3:18 p.m. |
Created at: April 10, 2026, 1:22 a.m.