Triple
T14685565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | XPT train |
E344898
|
entity |
| Predicate | route |
P5619
|
FINISHED |
| Object |
Sydney–Moree
Sydney–Moree is a regional passenger rail service in New South Wales, Australia, connecting the state capital Sydney with the inland town of Moree.
|
E1117519
|
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: Sydney–Moree | Statement: [XPT train, route, Sydney–Moree]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sydney–Moree Context triple: [XPT train, route, Sydney–Moree]
-
A.
Sydney–Dubbo
Sydney–Dubbo is a regional passenger rail service in New South Wales, Australia, linking the state capital Sydney with the inland city of Dubbo.
-
B.
Sydney–Grafton
Sydney–Grafton is a regional passenger rail service in New South Wales, Australia, connecting the state capital Sydney with the northern city of Grafton.
-
C.
Mildura–Sydney
Mildura–Sydney is a regional airline route in Australia connecting the city of Mildura in northwestern Victoria with Sydney, the capital of New South Wales.
-
D.
Sydney–Brisbane inland route
The Sydney–Brisbane inland route is a major Australian intercity transport corridor that provides an alternative, more inland connection between Sydney and Brisbane to the coastal Pacific Highway.
-
E.
Murray–Riverina transport corridor
The Murray–Riverina transport corridor is a key regional freight and transport route in southeastern Australia linking the Murray River region with the Riverina and broader New South Wales and Victorian networks.
- 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: Sydney–Moree Triple: [XPT train, route, Sydney–Moree]
Generated description
Sydney–Moree is a regional passenger rail service in New South Wales, Australia, connecting the state capital Sydney with the inland town of Moree.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sydney–Moree Target entity description: Sydney–Moree is a regional passenger rail service in New South Wales, Australia, connecting the state capital Sydney with the inland town of Moree.
-
A.
Sydney–Dubbo
Sydney–Dubbo is a regional passenger rail service in New South Wales, Australia, linking the state capital Sydney with the inland city of Dubbo.
-
B.
Sydney–Grafton
Sydney–Grafton is a regional passenger rail service in New South Wales, Australia, connecting the state capital Sydney with the northern city of Grafton.
-
C.
Mildura–Sydney
Mildura–Sydney is a regional airline route in Australia connecting the city of Mildura in northwestern Victoria with Sydney, the capital of New South Wales.
-
D.
Sydney–Brisbane inland route
The Sydney–Brisbane inland route is a major Australian intercity transport corridor that provides an alternative, more inland connection between Sydney and Brisbane to the coastal Pacific Highway.
-
E.
Murray–Riverina transport corridor
The Murray–Riverina transport corridor is a key regional freight and transport route in southeastern Australia linking the Murray River region with the Riverina and broader New South Wales and Victorian networks.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56bdb8081909ff86440ba20fb1f |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb7e71d8819089912376346bbd9f |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfeb1b2d48190a595b1c3efe518fb |
completed | May 8, 2026, 3:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdff21f0208190b3c59502403786a8 |
completed | May 8, 2026, 3:20 p.m. |
Created at: April 10, 2026, 1:28 a.m.