Triple
T14686874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ingleburn railway station |
E344929
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Ingleburn suburb
Ingleburn suburb is a residential area in Sydney’s south-west, known for its family-friendly community, local amenities, and convenient rail access to the city.
|
E1113948
|
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: Ingleburn suburb | Statement: [Ingleburn railway station, serves, Ingleburn suburb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ingleburn suburb Context triple: [Ingleburn railway station, serves, Ingleburn suburb]
-
A.
Macquarie Fields suburb
Macquarie Fields suburb is a residential area in south-western Sydney, New South Wales, known for its diverse community, local schools, and access to public transport and parklands.
-
B.
Eastern Suburbs, Sydney
Eastern Suburbs, Sydney is an affluent coastal region of Sydney known for its iconic beaches like Bondi, harbourside suburbs, and proximity to the city centre.
-
C.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
D.
Erskineville
Erskineville is an inner-city suburb of Sydney, Australia, located in the Inner West and known for its village-like atmosphere, historic terraces, and diverse community.
-
E.
Jerrabomberra suburb
Jerrabomberra suburb is a residential area in the Canberra region of New South Wales, Australia, known for its family-friendly community and proximity to natural reserves and waterways.
- 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: Ingleburn suburb Triple: [Ingleburn railway station, serves, Ingleburn suburb]
Generated description
Ingleburn suburb is a residential area in Sydney’s south-west, known for its family-friendly community, local amenities, and convenient rail access to the city.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ingleburn suburb Target entity description: Ingleburn suburb is a residential area in Sydney’s south-west, known for its family-friendly community, local amenities, and convenient rail access to the city.
-
A.
Macquarie Fields suburb
Macquarie Fields suburb is a residential area in south-western Sydney, New South Wales, known for its diverse community, local schools, and access to public transport and parklands.
-
B.
Eastern Suburbs, Sydney
Eastern Suburbs, Sydney is an affluent coastal region of Sydney known for its iconic beaches like Bondi, harbourside suburbs, and proximity to the city centre.
-
C.
Blacktown
Blacktown is a major suburban city and commercial hub in Western Sydney, New South Wales, Australia.
-
D.
Erskineville
Erskineville is an inner-city suburb of Sydney, Australia, located in the Inner West and known for its village-like atmosphere, historic terraces, and diverse community.
-
E.
Jerrabomberra suburb
Jerrabomberra suburb is a residential area in the Canberra region of New South Wales, Australia, known for its family-friendly community and proximity to natural reserves and waterways.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb58306548190b981956a83a84b95 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fde1876fdc81908a4fe3deebb7ff83 |
completed | May 8, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_69fde6c7a8ac8190a80b6c6ed0b5b157 |
completed | May 8, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fde73ca1dc8190b7fc13d7ffb6daf4 |
completed | May 8, 2026, 1:38 p.m. |
Created at: April 10, 2026, 1:28 a.m.