Triple
T4217302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port of Cairns |
E94249
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Queensland ports network
The Queensland ports network is a system of government-owned seaports across Queensland, Australia, that supports regional trade, tourism, and maritime logistics.
|
E425223
|
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: Queensland ports network | Statement: [Port of Cairns, partOf, Queensland ports network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Queensland ports network Context triple: [Port of Cairns, partOf, Queensland ports network]
-
A.
New South Wales port network
The New South Wales port network is the integrated system of major commercial seaports in the Australian state of New South Wales that supports regional, national, and international trade and logistics.
-
B.
Port of Mackay
The Port of Mackay is a key regional seaport in Queensland, Australia, handling bulk commodities and supporting the mining, agricultural, and industrial sectors of the Mackay region.
-
C.
Port of Brisbane
The Port of Brisbane is a major Australian seaport and key trade gateway for Queensland, handling a large share of the region’s container and bulk cargo traffic.
-
D.
Port of Bundaberg
The Port of Bundaberg is a regional Australian seaport in Queensland that handles bulk commodities and supports the agricultural and industrial economy of the Bundaberg area.
-
E.
Port of Cairns
The Port of Cairns is a key regional Australian harbor serving as a gateway for tourism, cruise ships, and maritime trade in Far North Queensland.
- 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: Queensland ports network Triple: [Port of Cairns, partOf, Queensland ports network]
Generated description
The Queensland ports network is a system of government-owned seaports across Queensland, Australia, that supports regional trade, tourism, and maritime logistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Queensland ports network Target entity description: The Queensland ports network is a system of government-owned seaports across Queensland, Australia, that supports regional trade, tourism, and maritime logistics.
-
A.
New South Wales port network
The New South Wales port network is the integrated system of major commercial seaports in the Australian state of New South Wales that supports regional, national, and international trade and logistics.
-
B.
Port of Mackay
The Port of Mackay is a key regional seaport in Queensland, Australia, handling bulk commodities and supporting the mining, agricultural, and industrial sectors of the Mackay region.
-
C.
Port of Brisbane
The Port of Brisbane is a major Australian seaport and key trade gateway for Queensland, handling a large share of the region’s container and bulk cargo traffic.
-
D.
Port of Bundaberg
The Port of Bundaberg is a regional Australian seaport in Queensland that handles bulk commodities and supports the agricultural and industrial economy of the Bundaberg area.
-
E.
Port of Cairns
The Port of Cairns is a key regional Australian harbor serving as a gateway for tourism, cruise ships, and maritime trade in Far North Queensland.
- 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34beb470481909ceff19195417f19 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a855cfc08190acceced9cb80f41a |
completed | March 14, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69b5a8e024a081909e7ecbe969793281 |
completed | March 14, 2026, 6:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5acefd1f881908226ff68a741552b |
completed | March 14, 2026, 6:46 p.m. |
Created at: March 12, 2026, 11:04 p.m.