Triple
T21375750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flinders Highway |
E527196
|
entity |
| Predicate | isPartOfTransportNetwork |
P8428
|
FINISHED |
| Object | Australian national highway system |
—
|
NE NERFINISHED |
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: Australian national highway system | Statement: [Flinders Highway, isPartOfTransportNetwork, Australian national highway system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian national highway system Context triple: [Flinders Highway, isPartOfTransportNetwork, Australian national highway system]
-
A.
Australian National Route network
The Australian National Route network is a nationwide system of numbered highways that forms the backbone of long-distance road travel across Australia.
-
B.
National Highway network of Australia
The National Highway network of Australia is a system of major intercity and interstate roads that links the country’s capital cities and key regional centers, supporting long-distance travel and freight transport across the continent.
-
C.
Australian National Highway
chosen
The Australian National Highway is a federally funded network of major intercity and interstate roads that links the capital cities and key regions across Australia.
-
D.
New South Wales state highway network
The New South Wales state highway network is the system of major arterial roads across New South Wales, Australia, that connects key cities, regions, and transport corridors within the state and to neighboring states.
-
E.
Queensland road network
The Queensland road network is an extensive system of highways and arterial roads that connects major cities, regional centers, and freight routes across the Australian state of Queensland.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b51e80808190ba5cb05667af02a9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69ee5bb031988190ae587730a2131a50 |
completed | April 26, 2026, 6:38 p.m. |
Created at: April 16, 2026, 5:11 p.m.