Triple
T1345571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mackay |
E28562
|
entity |
| Predicate | locatedInLocalGovernmentArea |
P21214
|
FINISHED |
| Object |
Mackay Region
The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
|
E157498
|
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: Mackay Region | Statement: [Mackay, locatedInLocalGovernmentArea, Mackay Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mackay Region Context triple: [Mackay, locatedInLocalGovernmentArea, Mackay Region]
-
A.
North Queensland
North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
-
B.
North West Queensland
North West Queensland is a sparsely populated, mineral-rich region of northwestern Queensland, Australia, known for its major mining centers and vast outback landscapes.
-
C.
Fraser Coast Region
Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
-
D.
Central Queensland
Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
-
E.
Wide Bay–Burnett region
The Wide Bay–Burnett region is a coastal and agricultural area in southeastern Queensland, Australia, known for its sugarcane farming, beaches, and regional centers such as Bundaberg and Maryborough.
- 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: Mackay Region Triple: [Mackay, locatedInLocalGovernmentArea, Mackay Region]
Generated description
The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mackay Region Target entity description: The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
-
A.
North Queensland
North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
-
B.
North West Queensland
North West Queensland is a sparsely populated, mineral-rich region of northwestern Queensland, Australia, known for its major mining centers and vast outback landscapes.
-
C.
Fraser Coast Region
Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
-
D.
Central Queensland
Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
-
E.
Wide Bay–Burnett region
The Wide Bay–Burnett region is a coastal and agricultural area in southeastern Queensland, Australia, known for its sugarcane farming, beaches, and regional centers such as Bundaberg and Maryborough.
- 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_69a49854eb3481908c7d56b2e449a290 |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c23e84188190b0395c57dd45b62a |
completed | March 1, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd47917d88190a13d7705f09c0b58 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd5314ac08190abf0ed287689dc5f |
completed | March 8, 2026, 1:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd59842f08190976724ad981de3d8 |
completed | March 8, 2026, 1:49 a.m. |
Created at: March 1, 2026, 7:56 p.m.