Triple
T15060637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rockhampton, Queensland, Australia |
E379614
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Rockhampton railway station
Rockhampton railway station is a major regional rail hub in central Queensland, serving long-distance passenger services and connecting the city of Rockhampton to the broader Australian rail network.
|
E1135680
|
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: Rockhampton railway station | Statement: [Rockhampton, Queensland, Australia, hasRailwayStation, Rockhampton railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rockhampton railway station Context triple: [Rockhampton, Queensland, Australia, hasRailwayStation, Rockhampton railway station]
-
A.
Tamworth railway station
Tamworth railway station is a regional New South Wales train station serving the city of Tamworth on the Main North line, providing passenger rail connections between Sydney and northern inland centres.
-
B.
Tamworth railway station
Tamworth railway station is a major railway station in Tamworth, Staffordshire, England, serving as an important interchange on the West Coast Main Line and CrossCountry routes.
-
C.
Westgarth railway station
Westgarth railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-northern suburb of Northcote.
-
D.
Moreton railway station
Moreton railway station is a suburban rail stop on the Wirral Line in Merseyside, England, serving the town of Moreton with regular commuter services to Liverpool and surrounding areas.
-
E.
Wallangarra railway station
Wallangarra railway station is a historic border railway station in Queensland, Australia, notable for its dual-gauge platforms that once served as the break-of-gauge point between Queensland and New South Wales rail systems.
- 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: Rockhampton railway station Triple: [Rockhampton, Queensland, Australia, hasRailwayStation, Rockhampton railway station]
Generated description
Rockhampton railway station is a major regional rail hub in central Queensland, serving long-distance passenger services and connecting the city of Rockhampton to the broader Australian rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rockhampton railway station Target entity description: Rockhampton railway station is a major regional rail hub in central Queensland, serving long-distance passenger services and connecting the city of Rockhampton to the broader Australian rail network.
-
A.
Tamworth railway station
Tamworth railway station is a regional New South Wales train station serving the city of Tamworth on the Main North line, providing passenger rail connections between Sydney and northern inland centres.
-
B.
Tamworth railway station
Tamworth railway station is a major railway station in Tamworth, Staffordshire, England, serving as an important interchange on the West Coast Main Line and CrossCountry routes.
-
C.
Westgarth railway station
Westgarth railway station is a suburban commuter rail station in Melbourne, Australia, serving the inner-northern suburb of Northcote.
-
D.
Moreton railway station
Moreton railway station is a suburban rail stop on the Wirral Line in Merseyside, England, serving the town of Moreton with regular commuter services to Liverpool and surrounding areas.
-
E.
Wallangarra railway station
Wallangarra railway station is a historic border railway station in Queensland, Australia, notable for its dual-gauge platforms that once served as the break-of-gauge point between Queensland and New South Wales rail systems.
- 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_69d85cd64d108190853797a95c11cc45 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69dedee6a55c8190b40c4672fb46b79b |
completed | April 15, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fea5c612d481909575b76f7aa96c50 |
completed | May 9, 2026, 3:11 a.m. |
| NEDg | Description generation | batch_69fea88329708190bd943e69c209458e |
completed | May 9, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fea91cd358819092f4e2b9392039f8 |
completed | May 9, 2026, 3:25 a.m. |
Created at: April 10, 2026, 3:01 a.m.