Triple
T13449062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kembla Grange |
E320560
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
Kembla Grange railway station
Kembla Grange railway station is a suburban train station in New South Wales, Australia, serving the Kembla Grange area and its surrounding community.
|
E1040278
|
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: Kembla Grange railway station | Statement: [Kembla Grange, hasFacility, Kembla Grange railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kembla Grange railway station Context triple: [Kembla Grange, hasFacility, Kembla Grange railway station]
-
A.
Kempsey railway station
Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
-
B.
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.
-
C.
Kemble railway station
Kemble railway station is a country railway station in Gloucestershire, England, serving the village of Kemble and the surrounding Cotswolds area on the main line between Swindon and Gloucester/Cheltenham.
-
D.
Katoomba railway station
Katoomba railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the town of Katoomba on the Main Western line.
-
E.
Kyogle railway station
Kyogle railway station is a regional train station in New South Wales, Australia, serving the town of Kyogle on the North Coast railway 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: Kembla Grange railway station Triple: [Kembla Grange, hasFacility, Kembla Grange railway station]
Generated description
Kembla Grange railway station is a suburban train station in New South Wales, Australia, serving the Kembla Grange area and its surrounding community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kembla Grange railway station Target entity description: Kembla Grange railway station is a suburban train station in New South Wales, Australia, serving the Kembla Grange area and its surrounding community.
-
A.
Kempsey railway station
Kempsey railway station is a regional train station in Kempsey, New South Wales, Australia, serving as a stop on the North Coast railway line.
-
B.
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.
-
C.
Kemble railway station
Kemble railway station is a country railway station in Gloucestershire, England, serving the village of Kemble and the surrounding Cotswolds area on the main line between Swindon and Gloucester/Cheltenham.
-
D.
Katoomba railway station
Katoomba railway station is a heritage-listed train station in the Blue Mountains region of New South Wales, Australia, serving the town of Katoomba on the Main Western line.
-
E.
Kyogle railway station
Kyogle railway station is a regional train station in New South Wales, Australia, serving the town of Kyogle on the North Coast railway 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaef758b08190b9aa5ec7082cd417 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f73999f8388190b2c578e063341178 |
completed | May 3, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69f73af2b37481908c4d282c1335fe08 |
completed | May 3, 2026, 12:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f73b959de88190959335353242031b |
completed | May 3, 2026, 12:12 p.m. |
Created at: April 9, 2026, 9:41 p.m.