Triple
T3256655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | T2 Inner West & Leppington Line |
E68312
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Inner West suburbs of Sydney |
E282941
|
NE FINISHED |
How this triple was built (2 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: Inner West suburbs of Sydney | Statement: [T2 Inner West & Leppington Line, serves, Inner West suburbs of Sydney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inner West suburbs of Sydney Context triple: [T2 Inner West & Leppington Line, serves, Inner West suburbs of Sydney]
-
A.
Inner West Sydney
chosen
Inner West Sydney is a predominantly residential and culturally diverse region of metropolitan Sydney located west of the central business district, known for its historic suburbs, vibrant food and arts scenes, and proximity to the Parramatta River and Sydney Harbour.
-
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.
Greater Sydney region
The Greater Sydney region is the expansive metropolitan area centered on Sydney, Australia, encompassing the city and its surrounding urban and coastal communities.
-
D.
Northern Beaches region
The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
-
E.
New South Wales Central Coast urban area
The New South Wales Central Coast urban area is a coastal conurbation between Sydney and Newcastle known for its beaches, commuter suburbs, and regional commercial centres.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad858f74408190bcbd07f967cd7bd0 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf68b280819087c302d454490c03 |
completed | March 8, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ece1d1c81909bacadecea679a7f |
completed | March 12, 2026, 10 a.m. |
Created at: March 8, 2026, 3:09 p.m.