Triple

T6724783
Position Surface form Disambiguated ID Type / Status
Subject Port of Mackay E153489 entity
Predicate operatedBy P86 FINISHED
Object North Queensland Bulk Ports Corporation
North Queensland Bulk Ports Corporation is a Queensland government-owned corporation responsible for managing and developing several major bulk commodity ports in northern Australia.
E613641 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 Bulk Ports Corporation | Statement: [Port of Mackay, operatedBy, North Queensland Bulk Ports Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Queensland Bulk Ports Corporation
Context triple: [Port of Mackay, operatedBy, North Queensland Bulk Ports Corporation]
  • A. Pilbara Ports Authority
    Pilbara Ports Authority is a Western Australian government agency that manages and operates major bulk export ports in the Pilbara region, including the world-leading iron ore port of Port Hedland.
  • B. Gladstone Ports Corporation
    Gladstone Ports Corporation is a Queensland government-owned port authority that manages and develops major trading ports in Central Queensland, including the Port of Gladstone and surrounding regional facilities.
  • C. Port of Townsville Limited
    Port of Townsville Limited is the government-owned corporation responsible for managing and developing the Port of Townsville, a major maritime trade gateway in northern Australia.
  • D. Fremantle Ports
    Fremantle Ports is the Western Australian government authority responsible for operating and developing the Port of Fremantle and associated maritime trade facilities.
  • E. NSW Ports
    NSW Ports is an Australian port infrastructure company that owns and operates key trade gateways including Port Botany and Port Kembla in New South Wales.
  • 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 Bulk Ports Corporation
Triple: [Port of Mackay, operatedBy, North Queensland Bulk Ports Corporation]
Generated description
North Queensland Bulk Ports Corporation is a Queensland government-owned corporation responsible for managing and developing several major bulk commodity ports in northern Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Queensland Bulk Ports Corporation
Target entity description: North Queensland Bulk Ports Corporation is a Queensland government-owned corporation responsible for managing and developing several major bulk commodity ports in northern Australia.
  • A. Pilbara Ports Authority
    Pilbara Ports Authority is a Western Australian government agency that manages and operates major bulk export ports in the Pilbara region, including the world-leading iron ore port of Port Hedland.
  • B. Gladstone Ports Corporation
    Gladstone Ports Corporation is a Queensland government-owned port authority that manages and develops major trading ports in Central Queensland, including the Port of Gladstone and surrounding regional facilities.
  • C. Port of Townsville Limited
    Port of Townsville Limited is the government-owned corporation responsible for managing and developing the Port of Townsville, a major maritime trade gateway in northern Australia.
  • D. Fremantle Ports
    Fremantle Ports is the Western Australian government authority responsible for operating and developing the Port of Fremantle and associated maritime trade facilities.
  • E. NSW Ports
    NSW Ports is an Australian port infrastructure company that owns and operates key trade gateways including Port Botany and Port Kembla in New South Wales.
  • 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_69c6880afb988190ad88011b48ecfcba completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d14fb1a8819083287ca8bb576bba completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700a34e248190ba9d73437b19a96d completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c703ad7e0c81908da32c96806f3b07 completed March 27, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7042f23408190b06faafcb3251276 completed March 27, 2026, 10:26 p.m.
Created at: March 27, 2026, 2:08 p.m.