Triple
T21479623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mundubbera |
E529953
|
entity |
| Predicate | hasHighway |
P385
|
FINISHED |
| Object |
Mundubbera–Durong Road
Mundubbera–Durong Road is a regional roadway in Queensland, Australia, connecting the town of Mundubbera with the Durong area and serving as an important local transport route.
|
E1486045
|
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: Mundubbera–Durong Road | Statement: [Mundubbera, hasHighway, Mundubbera–Durong Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mundubbera–Durong Road Context triple: [Mundubbera, hasHighway, Mundubbera–Durong 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.
Dirranbandi–Hebel Road
Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
-
C.
Landsborough–Maleny Road
Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
-
D.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
-
E.
Nambour Connection Road
Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
- 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: Mundubbera–Durong Road Triple: [Mundubbera, hasHighway, Mundubbera–Durong Road]
Generated description
Mundubbera–Durong Road is a regional roadway in Queensland, Australia, connecting the town of Mundubbera with the Durong area and serving as an important local transport route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mundubbera–Durong Road Target entity description: Mundubbera–Durong Road is a regional roadway in Queensland, Australia, connecting the town of Mundubbera with the Durong area and serving as an important local transport route.
-
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.
Dirranbandi–Hebel Road
Dirranbandi–Hebel Road is a rural roadway in southwestern Queensland, Australia, connecting the town of Dirranbandi to the New South Wales border near Hebel.
-
C.
Landsborough–Maleny Road
Landsborough–Maleny Road is a scenic hinterland route in Queensland, Australia, connecting the town of Landsborough with the mountain village of Maleny through the Blackall Range.
-
D.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
-
E.
Nambour Connection Road
Nambour Connection Road is a major roadway in Queensland, Australia, linking the town of Nambour with surrounding areas on the Sunshine Coast.
- 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_69e0c45acc3881908e38d3f28964152b |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e9ea1a37a88190845810cbcacbad65 |
completed | April 23, 2026, 9:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09cfff6dec8190ab480491c4a3f641 |
completed | May 17, 2026, 2:26 p.m. |
| NEDg | Description generation | batch_6a09d0cd3068819094392cc4b7c6d061 |
completed | May 17, 2026, 2:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09d1b4f4748190b5d4edfc298272e4 |
completed | May 17, 2026, 2:33 p.m. |
Created at: April 16, 2026, 6:20 p.m.