Triple

T17463734
Position Surface form Disambiguated ID Type / Status
Subject Ports North E425222 entity
Predicate manages P86 FINISHED
Object Port of Karumba
The Port of Karumba is a small but strategically important coastal port in Queensland, Australia, serving regional mining, fishing, and shipping activities in the Gulf of Carpentaria.
E1272027 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: Port of Karumba | Statement: [Ports North, manages, Port of Karumba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Karumba
Context triple: [Ports North, manages, Port of Karumba]
  • 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. 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.
  • C. 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.
  • D. Port of Broome
    The Port of Broome is a key deep-water maritime gateway in Western Australia’s Kimberley region, serving regional trade, offshore industry, and cruise tourism.
  • 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: Port of Karumba
Triple: [Ports North, manages, Port of Karumba]
Generated description
The Port of Karumba is a small but strategically important coastal port in Queensland, Australia, serving regional mining, fishing, and shipping activities in the Gulf of Carpentaria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Karumba
Target entity description: The Port of Karumba is a small but strategically important coastal port in Queensland, Australia, serving regional mining, fishing, and shipping activities in the Gulf of Carpentaria.
  • 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. 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.
  • C. 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.
  • D. Port of Broome
    The Port of Broome is a key deep-water maritime gateway in Western Australia’s Kimberley region, serving regional trade, offshore industry, and cruise tourism.
  • 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

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_6a01c1f6677481909a0c3810f93442bd completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c3881f6081908f13c4033933b252 completed May 11, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a01c41c4ce88190a7487661f10f40b5 completed May 11, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:47 a.m.