Triple
T939476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dungog |
E20271
|
entity |
| Predicate | railwayStation |
P918
|
FINISHED |
| Object |
Dungog railway station
Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
|
E111792
|
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: Dungog railway station | Statement: [Dungog, railwayStation, Dungog railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dungog railway station Context triple: [Dungog, railwayStation, Dungog railway station]
-
A.
Maitland railway station
Maitland railway station is a major regional train station in Maitland, New South Wales, serving as an important hub on the Hunter and North Coast railway lines.
-
B.
Waverley Station
Waverley Station is the main railway hub in Edinburgh and one of the busiest and largest train stations in Scotland.
-
C.
Muswellbrook railway station
Muswellbrook railway station is a regional passenger railway station serving the town of Muswellbrook in the Hunter Region of New South Wales, Australia.
-
D.
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.
-
E.
Dungog
Dungog is a small rural town in New South Wales, Australia, known for its historic architecture, dairy farming, and proximity to the Barrington Tops National Park.
- 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: Dungog railway station Triple: [Dungog, railwayStation, Dungog railway station]
Generated description
Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dungog railway station Target entity description: Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
-
A.
Maitland railway station
Maitland railway station is a major regional train station in Maitland, New South Wales, serving as an important hub on the Hunter and North Coast railway lines.
-
B.
Waverley Station
Waverley Station is the main railway hub in Edinburgh and one of the busiest and largest train stations in Scotland.
-
C.
Muswellbrook railway station
Muswellbrook railway station is a regional passenger railway station serving the town of Muswellbrook in the Hunter Region of New South Wales, Australia.
-
D.
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.
-
E.
Dungog
Dungog is a small rural town in New South Wales, Australia, known for its historic architecture, dairy farming, and proximity to the Barrington Tops National Park.
- 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_69a493b0270c81909e6c9ce310f6aa55 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b38a3ad4819080d71849e822a12a |
completed | March 1, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a826e0dd188190bf5776a6e4525fdd |
completed | March 4, 2026, 12:34 p.m. |
| NEDg | Description generation | batch_69a885e7a3e08190b3f04f9aa327f65f |
completed | March 4, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a8870c6c6881909bc24ea5240f4697 |
completed | March 4, 2026, 7:25 p.m. |
Created at: March 1, 2026, 7:40 p.m.