Triple
T14384111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryborough, Queensland |
E356678
|
entity |
| Predicate | hasHeritageSite |
P923
|
FINISHED |
| Object |
Maryborough Railway Station
Maryborough Railway Station is a historic heritage-listed railway station in Maryborough, Queensland, known for its significant role in the region’s rail transport history and distinctive period architecture.
|
E1100083
|
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: Maryborough Railway Station | Statement: [Maryborough, Queensland, hasHeritageSite, Maryborough Railway Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryborough Railway Station Context triple: [Maryborough, Queensland, hasHeritageSite, Maryborough Railway Station]
-
A.
Waverley Station
Waverley Station is the main railway hub in Edinburgh and one of the busiest and largest train stations in Scotland.
-
B.
Mount Victoria railway station
Mount Victoria railway station is a historic Blue Mountains railway station in New South Wales, Australia, known for its Victorian-era architecture and role as a key stop on the Main Western line.
-
C.
Maitland station
Maitland station is a commuter rail stop in Maitland, Florida, serving passengers on the Orlando-area SunRail system.
-
D.
Waverley station
Waverley station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Belmont, Massachusetts, serving the Fitchburg Line.
-
E.
Minto railway station
Minto railway station is a suburban train station in Sydney, Australia, serving the local community on the city's T8 Airport & South Line.
- 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: Maryborough Railway Station Triple: [Maryborough, Queensland, hasHeritageSite, Maryborough Railway Station]
Generated description
Maryborough Railway Station is a historic heritage-listed railway station in Maryborough, Queensland, known for its significant role in the region’s rail transport history and distinctive period architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryborough Railway Station Target entity description: Maryborough Railway Station is a historic heritage-listed railway station in Maryborough, Queensland, known for its significant role in the region’s rail transport history and distinctive period architecture.
-
A.
Waverley Station
Waverley Station is the main railway hub in Edinburgh and one of the busiest and largest train stations in Scotland.
-
B.
Mount Victoria railway station
Mount Victoria railway station is a historic Blue Mountains railway station in New South Wales, Australia, known for its Victorian-era architecture and role as a key stop on the Main Western line.
-
C.
Maitland station
Maitland station is a commuter rail stop in Maitland, Florida, serving passengers on the Orlando-area SunRail system.
-
D.
Waverley station
Waverley station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail stop in Belmont, Massachusetts, serving the Fitchburg Line.
-
E.
Minto railway station
Minto railway station is a suburban train station in Sydney, Australia, serving the local community on the city's T8 Airport & South Line.
- 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_69d827927c988190ad98bb0360981783 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de900d28c88190a37feee4743563de |
completed | April 14, 2026, 7:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bc0c9708190b5025e9675e0e925 |
completed | May 8, 2026, 3:42 a.m. |
| NEDg | Description generation | batch_69fd5f8398b88190bf628e71d3db47d8 |
completed | May 8, 2026, 3:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd6004aac08190b8cd58fdb8fe5344 |
completed | May 8, 2026, 4:01 a.m. |
Created at: April 10, 2026, 1:16 a.m.