Triple
T5237535
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A20 |
E118258
|
entity |
| Predicate | connectsToHighway |
P12245
|
FINISHED |
| Object |
A8 Dukes Highway
A8 Dukes Highway is a major Australian highway in South Australia that forms part of the primary road link between Adelaide and Melbourne.
|
E527697
|
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: A8 Dukes Highway | Statement: [A20, connectsToHighway, A8 Dukes Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A8 Dukes Highway Context triple: [A20, connectsToHighway, A8 Dukes Highway]
-
A.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
B.
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.
-
C.
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.
-
D.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
E.
Farrington Highway
Farrington Highway is a major roadway on the island of Oʻahu in Hawaii that serves as a key route connecting communities such as Kapolei along the island’s western 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: A8 Dukes Highway Triple: [A20, connectsToHighway, A8 Dukes Highway]
Generated description
A8 Dukes Highway is a major Australian highway in South Australia that forms part of the primary road link between Adelaide and Melbourne.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A8 Dukes Highway Target entity description: A8 Dukes Highway is a major Australian highway in South Australia that forms part of the primary road link between Adelaide and Melbourne.
-
A.
Cunningham Highway
The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
-
B.
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.
-
C.
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.
-
D.
Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
-
E.
Farrington Highway
Farrington Highway is a major roadway on the island of Oʻahu in Hawaii that serves as a key route connecting communities such as Kapolei along the island’s western 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_69bd4467db0881909b3b0982df32cc8f |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7b27990c8190b6a3c24de09c8c18 |
completed | March 20, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bff960da7c8190a72458b56f6c5c52 |
completed | March 22, 2026, 2:14 p.m. |
| NEDg | Description generation | batch_69bffa3a3b1c8190ab03cc1c4f4ca926 |
completed | March 22, 2026, 2:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bffa8b06b88190b1a98348bc4d962e |
completed | March 22, 2026, 2:19 p.m. |
Created at: March 20, 2026, 1:49 p.m.