Triple
T2610826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport for NSW |
E58766
|
entity |
| Predicate | coordinatesWith |
P1140
|
FINISHED |
| Object |
Australian Government transport agencies
Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
|
E281323
|
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: Australian Government transport agencies | Statement: [Transport for NSW, coordinatesWith, Australian Government transport agencies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Government transport agencies Context triple: [Transport for NSW, coordinatesWith, Australian Government transport agencies]
-
A.
Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
-
B.
Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
-
C.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
D.
Transport Asset Holding Entity of New South Wales
Transport Asset Holding Entity of New South Wales is a state-owned corporation that owns and manages rail and other transport infrastructure assets across New South Wales, Australia.
-
E.
Federal Department of Home Affairs
The Federal Department of Home Affairs is a major Swiss government ministry responsible for areas such as social insurance, public health, culture, statistics, and gender equality.
- 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: Australian Government transport agencies Triple: [Transport for NSW, coordinatesWith, Australian Government transport agencies]
Generated description
Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian Government transport agencies Target entity description: Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
-
A.
Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
-
B.
Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
-
C.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
D.
Transport Asset Holding Entity of New South Wales
Transport Asset Holding Entity of New South Wales is a state-owned corporation that owns and manages rail and other transport infrastructure assets across New South Wales, Australia.
-
E.
Federal Department of Home Affairs
The Federal Department of Home Affairs is a major Swiss government ministry responsible for areas such as social insurance, public health, culture, statistics, and gender equality.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd87b24e48190ad1d4ce7e63c0f3e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83e506188190b6cd3b507dfc353c |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af846b59508190b6f7f9b266123be0 |
completed | March 10, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af850fe6008190bf6c7c64d1078a50 |
completed | March 10, 2026, 2:42 a.m. |
Created at: March 6, 2026, 9:50 p.m.