Triple
T14686243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CBD and South East Light Rail |
E344913
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Randwick health and education precinct |
E681522
|
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: Randwick health and education precinct | Statement: [CBD and South East Light Rail, serves, Randwick health and education precinct]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randwick health and education precinct Context triple: [CBD and South East Light Rail, serves, Randwick health and education precinct]
-
A.
Randwick
chosen
Randwick is a historic suburb in Sydney’s Eastern Suburbs, best known for its major racecourse, university campus, and proximity to popular beaches.
-
B.
Fortitude Valley
Fortitude Valley is an inner-city suburb of Brisbane, Australia, known for its vibrant nightlife, live music venues, and entertainment precinct.
-
C.
Crows Nest
Crows Nest is a vibrant lower North Shore suburb of Sydney, Australia, known for its bustling dining and nightlife scene.
-
D.
Greenmount West
Greenmount West is a residential neighborhood in central Baltimore, Maryland, known for its rowhouses, arts presence, and ongoing revitalization efforts.
-
E.
Barangaroo
Barangaroo was a prominent Cammeraygal Aboriginal woman from the Sydney region in the late 18th century, known for her resistance to British colonization and her role as a cultural leader during early contact with Europeans.
- 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_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. |
Created at: April 10, 2026, 1:28 a.m.