Triple
T14682812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sydney Trains H set |
E344829
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
New South Wales intercity regions
New South Wales intercity regions are the areas beyond metropolitan Sydney that are connected to the city by longer-distance commuter and regional rail services.
|
E484504
|
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: New South Wales intercity regions | Statement: [Sydney Trains H set, regionServed, New South Wales intercity regions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New South Wales intercity regions Context triple: [Sydney Trains H set, regionServed, New South Wales intercity regions]
-
A.
New South Wales rail network
The New South Wales rail network is an extensive system of passenger and freight railway lines that connects major cities, regional centres, and rural areas across the Australian state of New South Wales.
-
B.
Regional New South Wales
Regional New South Wales refers to all areas of the Australian state of New South Wales outside the Greater Sydney metropolitan region, encompassing a diverse range of coastal, inland, and rural communities.
-
C.
Central Coast–Hunter corridor
The Central Coast–Hunter corridor is a major regional growth and transport corridor in New South Wales, Australia, linking the Central Coast with the Hunter region and encompassing a chain of urban and peri-urban communities.
-
D.
Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
-
E.
Western Sydney region
The Western Sydney region is a populous and diverse metropolitan area of Greater Sydney known for its strong working-class culture, multicultural communities, and passionate support for local rugby league teams.
- 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: New South Wales intercity regions Triple: [Sydney Trains H set, regionServed, New South Wales intercity regions]
Generated description
New South Wales intercity regions are the areas beyond metropolitan Sydney that are connected to the city by longer-distance commuter and regional rail services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New South Wales intercity regions Target entity description: New South Wales intercity regions are the areas beyond metropolitan Sydney that are connected to the city by longer-distance commuter and regional rail services.
-
A.
New South Wales rail network
The New South Wales rail network is an extensive system of passenger and freight railway lines that connects major cities, regional centres, and rural areas across the Australian state of New South Wales.
-
B.
Regional New South Wales
Regional New South Wales refers to all areas of the Australian state of New South Wales outside the Greater Sydney metropolitan region, encompassing a diverse range of coastal, inland, and rural communities.
-
C.
Central Coast–Hunter corridor
chosen
The Central Coast–Hunter corridor is a major regional growth and transport corridor in New South Wales, Australia, linking the Central Coast with the Hunter region and encompassing a chain of urban and peri-urban communities.
-
D.
Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
-
E.
Western Sydney region
The Western Sydney region is a populous and diverse metropolitan area of Greater Sydney known for its strong working-class culture, multicultural communities, and passionate support for local rugby league teams.
- F. None of above.
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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde182dab08190aac2ff2db666ee69 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde5efec48819098c55c7b4abcc7a5 |
completed | May 8, 2026, 1:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde66b1bf881908072a50d43a527f2 |
completed | May 8, 2026, 1:34 p.m. |
Created at: April 10, 2026, 1:28 a.m.