Triple
T14155031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton railway station |
E350792
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Hamilton, New South Wales
Hamilton, New South Wales is an inner-city suburb of Newcastle, Australia, known for its residential character, local shops and cafes, and convenient transport links.
|
E1083967
|
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: Hamilton, New South Wales | Statement: [Hamilton railway station, locatedIn, Hamilton, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton, New South Wales Context triple: [Hamilton railway station, locatedIn, Hamilton, New South Wales]
-
A.
Hamilton South, New South Wales
Hamilton South is an inner-city suburb of Newcastle, New South Wales, known for its residential character and proximity to beaches and the city centre.
-
B.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
C.
Milton, New South Wales
Milton, New South Wales is a historic rural village on the South Coast of Australia known for its heritage architecture, arts scene, and proximity to popular coastal destinations.
-
D.
Richmond, New South Wales
Richmond, New South Wales is a historic semi-rural suburb on Sydney’s northwestern fringe, known as a gateway to the Hawkesbury region and the Blue Mountains.
-
E.
Hartley, New South Wales
Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
- 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: Hamilton, New South Wales Triple: [Hamilton railway station, locatedIn, Hamilton, New South Wales]
Generated description
Hamilton, New South Wales is an inner-city suburb of Newcastle, Australia, known for its residential character, local shops and cafes, and convenient transport links.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton, New South Wales Target entity description: Hamilton, New South Wales is an inner-city suburb of Newcastle, Australia, known for its residential character, local shops and cafes, and convenient transport links.
-
A.
Hamilton South, New South Wales
Hamilton South is an inner-city suburb of Newcastle, New South Wales, known for its residential character and proximity to beaches and the city centre.
-
B.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
C.
Milton, New South Wales
Milton, New South Wales is a historic rural village on the South Coast of Australia known for its heritage architecture, arts scene, and proximity to popular coastal destinations.
-
D.
Richmond, New South Wales
Richmond, New South Wales is a historic semi-rural suburb on Sydney’s northwestern fringe, known as a gateway to the Hawkesbury region and the Blue Mountains.
-
E.
Hartley, New South Wales
Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
- 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6135744c81909a43d659f5fe2895 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7ec6448819087e50aac964ec637 |
completed | May 7, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69fd06d23af481909924b61260788f0b |
completed | May 7, 2026, 9:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd075f7a40819097de4bdbd3fad547 |
completed | May 7, 2026, 9:42 p.m. |
Created at: April 10, 2026, 12:58 a.m.