Triple
T1548466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swan Hill |
E33031
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Swan Hill railway station
Swan Hill railway station is a regional passenger railway station in Swan Hill, Victoria, Australia, serving as the terminus of the Swan Hill line.
|
E175847
|
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: Swan Hill railway station | Statement: [Swan Hill, hasFacility, Swan Hill railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swan Hill railway station Context triple: [Swan Hill, hasFacility, Swan Hill railway station]
-
A.
Jolimont railway station
Jolimont railway station is a suburban train station in Melbourne, Australia, best known for serving crowds attending events at the nearby Melbourne Cricket Ground.
-
B.
Echuca railway station
Echuca railway station is a regional train station in Echuca, Victoria, Australia, serving as a key terminus on the Echuca line and gateway to the historic Murray River port town.
-
C.
Albury railway station
Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
-
D.
Sunbury railway station
Sunbury railway station is a suburban rail station in Sunbury-on-Thames, Surrey, providing local and commuter services into London and surrounding areas.
-
E.
Woodside station
Woodside station is a major Long Island Rail Road commuter rail stop in Queens, New York City, serving as an important transfer point between multiple LIRR branches and New York City Subway lines.
- 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: Swan Hill railway station Triple: [Swan Hill, hasFacility, Swan Hill railway station]
Generated description
Swan Hill railway station is a regional passenger railway station in Swan Hill, Victoria, Australia, serving as the terminus of the Swan Hill line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swan Hill railway station Target entity description: Swan Hill railway station is a regional passenger railway station in Swan Hill, Victoria, Australia, serving as the terminus of the Swan Hill line.
-
A.
Jolimont railway station
Jolimont railway station is a suburban train station in Melbourne, Australia, best known for serving crowds attending events at the nearby Melbourne Cricket Ground.
-
B.
Echuca railway station
Echuca railway station is a regional train station in Echuca, Victoria, Australia, serving as a key terminus on the Echuca line and gateway to the historic Murray River port town.
-
C.
Albury railway station
Albury railway station is a historic regional train station in Albury, New South Wales, Australia, serving as a key stop on the Sydney–Melbourne rail corridor.
-
D.
Sunbury railway station
Sunbury railway station is a suburban rail station in Sunbury-on-Thames, Surrey, providing local and commuter services into London and surrounding areas.
-
E.
Woodside station
Woodside station is a major Long Island Rail Road commuter rail stop in Queens, New York City, serving as an important transfer point between multiple LIRR branches and New York City Subway lines.
- 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_69a885ee6db8819099502bc5ce8af881 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90856642c81909d88a679eb265b10 |
completed | March 5, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad30a073bc8190a269cb036775dfe4 |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad31185d6c8190b833943c412d3f96 |
completed | March 8, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31d1f9648190b9da156484062608 |
completed | March 8, 2026, 8:22 a.m. |
Created at: March 4, 2026, 7:26 p.m.