Triple
T16312806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hughenden |
E396099
|
entity |
| Predicate | localGovernmentArea |
P3379
|
FINISHED |
| Object |
Shire of Flinders
The Shire of Flinders is a rural local government area in north-western Queensland, Australia, centered on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
|
E1288217
|
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: Shire of Flinders | Statement: [Hughenden, localGovernmentArea, Shire of Flinders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shire of Flinders Context triple: [Hughenden, localGovernmentArea, Shire of Flinders]
-
A.
Shire of Cook
The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
-
B.
Shire of Murweh
The Shire of Murweh is a rural local government area in south-west Queensland, Australia, centred on the town of Charleville and known for its expansive outback landscapes and agricultural activities.
-
C.
Menzies Shire
Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
-
D.
Shire of Douglas
The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
-
E.
Shire of Mornington
The Shire of Mornington is a remote local government area in north-west Queensland, Australia, encompassing the Wellesley Islands and surrounding Gulf of Carpentaria waters.
- 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: Shire of Flinders Triple: [Hughenden, localGovernmentArea, Shire of Flinders]
Generated description
The Shire of Flinders is a rural local government area in north-western Queensland, Australia, centered on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shire of Flinders Target entity description: The Shire of Flinders is a rural local government area in north-western Queensland, Australia, centered on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
-
A.
Shire of Cook
The Shire of Cook is a large local government area in Far North Queensland, Australia, encompassing Cooktown and extensive surrounding rural and remote regions.
-
B.
Shire of Murweh
The Shire of Murweh is a rural local government area in south-west Queensland, Australia, centred on the town of Charleville and known for its expansive outback landscapes and agricultural activities.
-
C.
Menzies Shire
Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
-
D.
Shire of Douglas
The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
-
E.
Shire of Mornington
The Shire of Mornington is a remote local government area in north-west Queensland, Australia, encompassing the Wellesley Islands and surrounding Gulf of Carpentaria waters.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288dc30f48190b508220429b66e92 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02f81d640081908917144f31227edd |
completed | May 12, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_6a02f8ca36588190a1d5de8494777d61 |
completed | May 12, 2026, 9:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a02f9de0ae48190816002a5d32718a1 |
completed | May 12, 2026, 9:58 a.m. |
Created at: April 10, 2026, 5:06 a.m.