Triple

T3625529
Position Surface form Disambiguated ID Type / Status
Subject Gulf of Carpentaria E76828 entity
Predicate hasPort P35 FINISHED
Object Karumba
Karumba is a small coastal town and fishing port in Queensland, Australia, known for its prawn and barramundi industries and sunsets over the Gulf of Carpentaria.
 E400002 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: Karumba | Statement: [Gulf of Carpentaria, hasPort, Karumba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karumba
Context triple: [Gulf of Carpentaria, hasPort, Karumba]
  • A. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • B. Kununurra
    Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
  • C. Mparntwe
    Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
  • D. Ulmarra
    Ulmarra is a small historic riverside village in New South Wales, Australia, known for its heritage streetscape and location on the Clarence River.
  • E. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes 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: Karumba
Triple: [Gulf of Carpentaria, hasPort, Karumba]
Generated description
Karumba is a small coastal town and fishing port in Queensland, Australia, known for its prawn and barramundi industries and sunsets over the Gulf of Carpentaria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karumba
Target entity description: Karumba is a small coastal town and fishing port in Queensland, Australia, known for its prawn and barramundi industries and sunsets over the Gulf of Carpentaria.
  • A. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • B. Kununurra
    Kununurra is a remote town in far northern Western Australia known as a gateway to the East Kimberley’s rugged landscapes, irrigation agriculture, and Lake Argyle.
  • C. Mparntwe
    Mparntwe is the Arrernte name for the central Australian town known in English as Alice Springs, a key cultural and geographic hub in the Northern Territory.
  • D. Ulmarra
    Ulmarra is a small historic riverside village in New South Wales, Australia, known for its heritage streetscape and location on the Clarence River.
  • E. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2dae7a48190809d4455b2349aaa completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b52821cf088190811a201c31eadcdd completed March 14, 2026, 9:19 a.m.
NEDg Description generation batch_69b52be179708190b905017ace46afe7 completed March 14, 2026, 9:35 a.m.
NED2 Entity disambiguation (via description) batch_69b52c4569c4819098eebb5c7b91a6c0 completed March 14, 2026, 9:37 a.m.
Created at: March 8, 2026, 3:23 p.m.