Triple
T12396814
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darwin metropolitan area |
E296136
|
entity |
| Predicate | roadConnectedTo |
P11435
|
FINISHED |
| Object |
Arnhem Highway
Arnhem Highway is a major road in Australia's Northern Territory that links the city of Darwin to the wetlands and communities of the Kakadu region.
|
E982431
|
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: Arnhem Highway | Statement: [Darwin metropolitan area, roadConnectedTo, Arnhem Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arnhem Highway Context triple: [Darwin metropolitan area, roadConnectedTo, Arnhem Highway]
-
A.
Skudai Highway
Skudai Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the town of Skudai with other parts of the region.
-
B.
Halsema Highway
Halsema Highway is a major mountain road in the Philippines known for its high elevation, winding route, and role as a key transport link through the Cordillera region of Luzon.
-
C.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
-
D.
Ritchie Highway
Ritchie Highway is a major arterial road in Maryland that serves as a key north–south route connecting Baltimore with its southern suburbs and Anne Arundel County communities.
-
E.
Monaro Highway
The Monaro Highway is a major road in southeastern Australia that connects Canberra and Queanbeyan with the Monaro region and extends toward the Victorian border.
- 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: Arnhem Highway Triple: [Darwin metropolitan area, roadConnectedTo, Arnhem Highway]
Generated description
Arnhem Highway is a major road in Australia's Northern Territory that links the city of Darwin to the wetlands and communities of the Kakadu region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arnhem Highway Target entity description: Arnhem Highway is a major road in Australia's Northern Territory that links the city of Darwin to the wetlands and communities of the Kakadu region.
-
A.
Skudai Highway
Skudai Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the town of Skudai with other parts of the region.
-
B.
Halsema Highway
Halsema Highway is a major mountain road in the Philippines known for its high elevation, winding route, and role as a key transport link through the Cordillera region of Luzon.
-
C.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
-
D.
Ritchie Highway
Ritchie Highway is a major arterial road in Maryland that serves as a key north–south route connecting Baltimore with its southern suburbs and Anne Arundel County communities.
-
E.
Monaro Highway
The Monaro Highway is a major road in southeastern Australia that connects Canberra and Queanbeyan with the Monaro region and extends toward the Victorian border.
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fd33f048190b205fd21dc513f6a |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63480a8bc8190885130f63a3ec761 |
completed | May 2, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69f638cbb6dc8190a80ffe3430337855 |
completed | May 2, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6397a3458819095b94ae7f9d5f106 |
completed | May 2, 2026, 5:50 p.m. |
Created at: April 8, 2026, 9:54 p.m.