Triple
T14904256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nyngan |
E360085
|
entity |
| Predicate | feature |
P374
|
FINISHED |
| Object |
Nyngan Railway Station (heritage-listed)
Nyngan Railway Station (heritage-listed) is a historic former railway station in Nyngan, New South Wales, recognized for its cultural and architectural significance as part of the region’s rail heritage.
|
E1126726
|
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: Nyngan Railway Station (heritage-listed) | Statement: [Nyngan, feature, Nyngan Railway Station (heritage-listed)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nyngan Railway Station (heritage-listed) Context triple: [Nyngan, feature, Nyngan Railway Station (heritage-listed)]
-
A.
Yandina railway station
Yandina railway station is a regional passenger railway stop on Queensland’s North Coast line in the Sunshine Coast hinterland town of Yandina, Australia.
-
B.
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.
-
C.
Gerringong railway station
Gerringong railway station is a regional New South Wales train station serving the coastal town of Gerringong on the South Coast of Australia.
-
D.
Taringa railway station
Taringa railway station is a suburban passenger rail station serving the Brisbane suburb of Taringa in Queensland, Australia.
-
E.
Yennora railway station
Yennora railway station is a suburban train station in Sydney, New South Wales, serving the Yennora area on the city's metropolitan rail network.
- 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: Nyngan Railway Station (heritage-listed) Triple: [Nyngan, feature, Nyngan Railway Station (heritage-listed)]
Generated description
Nyngan Railway Station (heritage-listed) is a historic former railway station in Nyngan, New South Wales, recognized for its cultural and architectural significance as part of the region’s rail heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nyngan Railway Station (heritage-listed) Target entity description: Nyngan Railway Station (heritage-listed) is a historic former railway station in Nyngan, New South Wales, recognized for its cultural and architectural significance as part of the region’s rail heritage.
-
A.
Yandina railway station
Yandina railway station is a regional passenger railway stop on Queensland’s North Coast line in the Sunshine Coast hinterland town of Yandina, Australia.
-
B.
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.
-
C.
Gerringong railway station
Gerringong railway station is a regional New South Wales train station serving the coastal town of Gerringong on the South Coast of Australia.
-
D.
Taringa railway station
Taringa railway station is a suburban passenger rail station serving the Brisbane suburb of Taringa in Queensland, Australia.
-
E.
Yennora railway station
Yennora railway station is a suburban train station in Sydney, New South Wales, serving the Yennora area on the city's metropolitan rail network.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded60cd5588190b1efecc2b220da69 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe72b4e4f88190af7e859d93dbbd28 |
completed | May 8, 2026, 11:33 p.m. |
| NEDg | Description generation | batch_69fe7360c11481908e2e5127b466e31b |
completed | May 8, 2026, 11:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe743c37308190a045ef5f0ade8508 |
completed | May 8, 2026, 11:39 p.m. |
Created at: April 10, 2026, 2:12 a.m.