Triple
T16264196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goondiwindi |
E394831
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Barwon Highway
Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
|
E1470515
|
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: Barwon Highway | Statement: [Goondiwindi, roadConnection, Barwon Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barwon Highway Context triple: [Goondiwindi, roadConnection, Barwon Highway]
-
A.
Flinders Highway
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
-
B.
Flinders Highway
Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
-
C.
Fraser Highway
Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
-
D.
Brooker Highway
Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
-
E.
Oxley Highway
Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
- 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: Barwon Highway Triple: [Goondiwindi, roadConnection, Barwon Highway]
Generated description
Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barwon Highway Target entity description: Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
-
A.
Flinders Highway
Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
-
B.
Flinders Highway
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
-
C.
Fraser Highway
Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
-
D.
Brooker Highway
Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
-
E.
Oxley Highway
Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
- 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_69d87f221d8081909b0b2063e7528ba2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245c672248190a4261be4696d52c5 |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097554227481909668c26ea0bd1ea3 |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a0976b69ee88190a99e965c77221bbc |
completed | May 17, 2026, 8:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09775da35081909628417a2859655d |
completed | May 17, 2026, 8:07 a.m. |
Created at: April 10, 2026, 5:05 a.m.