Triple
T16468679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karumba |
E400002
|
entity |
| Predicate | roadAccessVia |
P9041
|
FINISHED |
| Object |
Karumba Developmental Road
Karumba Developmental Road is a key outback route in Queensland, Australia, connecting the Gulf of Carpentaria fishing town of Karumba with the inland highway network.
|
E1216958
|
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: Karumba Developmental Road | Statement: [Karumba, roadAccessVia, Karumba Developmental Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karumba Developmental Road Context triple: [Karumba, roadAccessVia, Karumba Developmental Road]
-
A.
Luritja Road
Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
-
B.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
C.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
-
D.
Carnarvon Highway
Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
-
E.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
- 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: Karumba Developmental Road Triple: [Karumba, roadAccessVia, Karumba Developmental Road]
Generated description
Karumba Developmental Road is a key outback route in Queensland, Australia, connecting the Gulf of Carpentaria fishing town of Karumba with the inland highway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karumba Developmental Road Target entity description: Karumba Developmental Road is a key outback route in Queensland, Australia, connecting the Gulf of Carpentaria fishing town of Karumba with the inland highway network.
-
A.
Luritja Road
Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
-
B.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
C.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
-
D.
Carnarvon Highway
Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
-
E.
Barkly Highway
Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
- 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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32dce342081909cad56dc92de13a2 |
completed | April 18, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00581a11e881908681f68c26ee6a05 |
completed | May 10, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_6a005865b5dc819087b1438a2f148575 |
completed | May 10, 2026, 10:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a005900cb1c8190bb05016f3bef0950 |
completed | May 10, 2026, 10:08 a.m. |
Created at: April 10, 2026, 5:11 a.m.