Triple
T14686234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CBD and South East Light Rail |
E344913
|
entity |
| Predicate | hasStop |
P17789
|
FINISHED |
| Object |
UNSW High Street stop
UNSW High Street stop is a light rail station serving the University of New South Wales and surrounding areas in Sydney’s eastern suburbs.
|
E1113926
|
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: UNSW High Street stop | Statement: [CBD and South East Light Rail, hasStop, UNSW High Street stop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UNSW High Street stop Context triple: [CBD and South East Light Rail, hasStop, UNSW High Street stop]
-
A.
UNSW Kensington campus
UNSW Kensington campus is the main campus of the University of New South Wales, a major Australian research university located in the Sydney suburb of Kensington.
-
B.
Blacktown bus interchange
Blacktown bus interchange is a major public transport hub in Blacktown, Sydney, providing connections between numerous bus routes and the adjacent railway station.
-
C.
Chatswood bus interchange
Chatswood bus interchange is a major public transport hub in Chatswood, Sydney, providing bus connections that integrate with the suburb’s train and metro services.
-
D.
Woy Woy bus interchange
Woy Woy bus interchange is a public transport hub in Woy Woy, New South Wales, providing bus connections for local and regional travel.
-
E.
Circular Quay bus interchange
Circular Quay bus interchange is a major public transport hub in central Sydney where numerous city and suburban bus routes connect with nearby train and ferry services.
- 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: UNSW High Street stop Triple: [CBD and South East Light Rail, hasStop, UNSW High Street stop]
Generated description
UNSW High Street stop is a light rail station serving the University of New South Wales and surrounding areas in Sydney’s eastern suburbs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UNSW High Street stop Target entity description: UNSW High Street stop is a light rail station serving the University of New South Wales and surrounding areas in Sydney’s eastern suburbs.
-
A.
UNSW Kensington campus
UNSW Kensington campus is the main campus of the University of New South Wales, a major Australian research university located in the Sydney suburb of Kensington.
-
B.
Blacktown bus interchange
Blacktown bus interchange is a major public transport hub in Blacktown, Sydney, providing connections between numerous bus routes and the adjacent railway station.
-
C.
Chatswood bus interchange
Chatswood bus interchange is a major public transport hub in Chatswood, Sydney, providing bus connections that integrate with the suburb’s train and metro services.
-
D.
Woy Woy bus interchange
Woy Woy bus interchange is a public transport hub in Woy Woy, New South Wales, providing bus connections for local and regional travel.
-
E.
Circular Quay bus interchange
Circular Quay bus interchange is a major public transport hub in central Sydney where numerous city and suburban bus routes connect with nearby train and ferry services.
- 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.