Triple
T12700031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horsham, Victoria, Australia |
E303435
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
Western Highway
Western Highway is a major arterial road in Victoria, Australia, forming part of the primary route between Melbourne and Adelaide and serving key regional centers such as Horsham.
|
E998349
|
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: Western Highway | Statement: [Horsham, Victoria, Australia, hasTransportLink, Western Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Western Highway Context triple: [Horsham, Victoria, Australia, hasTransportLink, Western Highway]
-
A.
Western Highway
The Western Highway is a major roadway in Belize that connects Belize City with the country’s western regions, including the capital, Belmopan, and the Guatemalan border.
-
B.
Northern Highway
Northern Highway is a major roadway in Belize that connects Belize City with northern towns and serves as a key transportation route through the Belize District.
-
C.
Northern Highway
The Northern Highway is a major regional road in Victoria, Australia, linking Melbourne’s northern outskirts with key Murray River towns including Echuca–Moama.
-
D.
Southern Highway
Southern Highway is the English name for Bogotá’s Autopista Sur, a major arterial road connecting the Colombian capital with its southern suburbs and neighboring regions.
-
E.
Western Road
Western Road is a street that serves as the location for the Western Road campus.
- 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: Western Highway Triple: [Horsham, Victoria, Australia, hasTransportLink, Western Highway]
Generated description
Western Highway is a major arterial road in Victoria, Australia, forming part of the primary route between Melbourne and Adelaide and serving key regional centers such as Horsham.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Western Highway Target entity description: Western Highway is a major arterial road in Victoria, Australia, forming part of the primary route between Melbourne and Adelaide and serving key regional centers such as Horsham.
-
A.
Western Highway
The Western Highway is a major roadway in Belize that connects Belize City with the country’s western regions, including the capital, Belmopan, and the Guatemalan border.
-
B.
Northern Highway
Northern Highway is a major roadway in Belize that connects Belize City with northern towns and serves as a key transportation route through the Belize District.
-
C.
Northern Highway
The Northern Highway is a major regional road in Victoria, Australia, linking Melbourne’s northern outskirts with key Murray River towns including Echuca–Moama.
-
D.
Southern Highway
Southern Highway is the English name for Bogotá’s Autopista Sur, a major arterial road connecting the Colombian capital with its southern suburbs and neighboring regions.
-
E.
Western Road
Western Road is a street that serves as the location for the Western Road campus.
- 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_69d7bdef90d48190b46b88270e780946 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961ef65ac8190aedf9ade3a68e24e |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f671b27790819085f0f03af33f8f21 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6740129688190b286ce7acb4848c7 |
completed | May 2, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675249d248190933421df49d3a2ab |
completed | May 2, 2026, 10:05 p.m. |
Created at: April 9, 2026, 5:22 p.m.