Triple
T10781279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Bunbury |
E254322
|
entity |
| Predicate | connectedByRoadTo |
P11435
|
FINISHED |
| Object |
Forrest Highway
Forrest Highway is a major road in Western Australia that links Perth’s southern suburbs with the South West region, including the Bunbury area.
|
E901495
|
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: Forrest Highway | Statement: [Port of Bunbury, connectedByRoadTo, Forrest Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forrest Highway Context triple: [Port of Bunbury, connectedByRoadTo, Forrest Highway]
-
A.
Gregory Highway
Gregory Highway is a major rural road in Queensland, Australia, connecting several inland towns and mining regions as part of the state's highway network.
-
B.
Meridian Highway
The Meridian Highway is a historic north–south route through the central United States that later formed the basis for much of U.S. Route 81.
-
C.
Lasseter Highway
Lasseter Highway is a major road in Australia's Northern Territory that connects the Stuart Highway to the Uluru–Kata Tjuta National Park area, serving as the primary access route for visitors to Uluru.
-
D.
Elliott Highway
The Elliott Highway is a remote road in Alaska that connects Fairbanks to the interior and serves as a key route toward the Dalton Highway and Alaska’s Arctic regions.
-
E.
Everitt Memorial Highway
Everitt Memorial Highway is a scenic mountain road on Mount Shasta in California that serves as a primary access route for climbers, hikers, and winter recreation.
- 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: Forrest Highway Triple: [Port of Bunbury, connectedByRoadTo, Forrest Highway]
Generated description
Forrest Highway is a major road in Western Australia that links Perth’s southern suburbs with the South West region, including the Bunbury area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forrest Highway Target entity description: Forrest Highway is a major road in Western Australia that links Perth’s southern suburbs with the South West region, including the Bunbury area.
-
A.
Gregory Highway
Gregory Highway is a major rural road in Queensland, Australia, connecting several inland towns and mining regions as part of the state's highway network.
-
B.
Meridian Highway
The Meridian Highway is a historic north–south route through the central United States that later formed the basis for much of U.S. Route 81.
-
C.
Lasseter Highway
Lasseter Highway is a major road in Australia's Northern Territory that connects the Stuart Highway to the Uluru–Kata Tjuta National Park area, serving as the primary access route for visitors to Uluru.
-
D.
Elliott Highway
The Elliott Highway is a remote road in Alaska that connects Fairbanks to the interior and serves as a key route toward the Dalton Highway and Alaska’s Arctic regions.
-
E.
Everitt Memorial Highway
Everitt Memorial Highway is a scenic mountain road on Mount Shasta in California that serves as a primary access route for climbers, hikers, and winter recreation.
- 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_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732c48c488190a2b3162202b74726 |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3a9033148819095c6e7485c3a73e6 |
completed | April 18, 2026, 3:53 p.m. |
| NEDg | Description generation | batch_69e3b1dfea348190a61eb19266801ad0 |
completed | April 18, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b2c65fa081908038cc2f71e49073 |
completed | April 18, 2026, 4:35 p.m. |
Created at: April 8, 2026, 9:17 p.m.