Triple

T17463793
Position Surface form Disambiguated ID Type / Status
Subject Queensland ports network E425223 entity
Predicate hasNode P114090 FINISHED
Object North Queensland ports
North Queensland ports are a group of major maritime facilities in northern Queensland that handle regional exports, imports, and shipping logistics within the broader Queensland ports network.
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: North Queensland ports | Statement: [Queensland ports network, hasNode, North Queensland ports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Queensland ports
Context triple: [Queensland ports network, hasNode, North Queensland ports]
  • A. 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.
  • B. Port of Townsville
    The Port of Townsville is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural exports, and imports.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: North Queensland ports
Triple: [Queensland ports network, hasNode, North Queensland ports]
Generated description
North Queensland ports are a group of major maritime facilities in northern Queensland that handle regional exports, imports, and shipping logistics within the broader Queensland ports network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Queensland ports
Target entity description: North Queensland ports are a group of major maritime facilities in northern Queensland that handle regional exports, imports, and shipping logistics within the broader Queensland ports network.
  • A. Queensland ports network chosen
    The Queensland ports network is a system of government-owned seaports across Queensland, Australia, that supports regional trade, tourism, and maritime logistics.
  • B. Port of Townsville
    The Port of Townsville is a major multi-cargo seaport in northern Queensland, Australia, serving as a key gateway for regional mining, agricultural exports, and imports.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d889dbc2e88190b18ea6115e819258 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e451a5bba08190b61a21fa7538ed69 completed April 19, 2026, 3:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b825ed208190997ec8868c7d6f4a completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b963291481909791d9c136a9fd69 completed May 11, 2026, 11:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01ba3eeb6c8190926d2cb538fcb908 completed May 11, 2026, 11:15 a.m.
Created at: April 10, 2026, 5:47 a.m.