Triple
T17000287
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Townsville Ring Road |
E412423
|
entity |
| Predicate | hasAccessTo |
P1017
|
FINISHED |
| Object |
Townsville Port
Townsville Port is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural, and industrial exports.
|
E1246108
|
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: Townsville Port | Statement: [Townsville Ring Road, hasAccessTo, Townsville Port]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Townsville Port Context triple: [Townsville Ring Road, hasAccessTo, Townsville Port]
-
A.
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.
-
B.
Gladstone Port
Gladstone Port is a major Australian industrial and export seaport in Queensland, handling large volumes of commodities such as coal and liquefied natural gas.
-
C.
Hervey Bay
Hervey Bay is a coastal city in Queensland, Australia, known as a popular gateway to Fraser Island and for its whale-watching opportunities.
-
D.
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.
-
E.
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.
- 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: Townsville Port Triple: [Townsville Ring Road, hasAccessTo, Townsville Port]
Generated description
Townsville Port is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural, and industrial exports.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Townsville Port Target entity description: Townsville Port is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural, and industrial exports.
-
A.
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.
-
B.
Gladstone Port
Gladstone Port is a major Australian industrial and export seaport in Queensland, handling large volumes of commodities such as coal and liquefied natural gas.
-
C.
Hervey Bay
Hervey Bay is a coastal city in Queensland, Australia, known as a popular gateway to Fraser Island and for its whale-watching opportunities.
-
D.
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.
-
E.
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.
- 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d37d9f9081909aef52426d88940d |
completed | April 18, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b451ff88190b63f4ebddf93f153 |
completed | May 10, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_6a011c84ce5481909f62e4c2a6f2a962 |
completed | May 11, 2026, 12:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a011d4b53d081909781235ded1c2b35 |
completed | May 11, 2026, 12:05 a.m. |
Created at: April 10, 2026, 5:32 a.m.