Triple

T10579071
Position Surface form Disambiguated ID Type / Status
Subject Clarence Valley E249687 entity
Predicate contains P35 FINISHED
Object Gulmarrad
Gulmarrad is a rural locality in northern New South Wales, Australia, known for its semi-rural lifestyle and proximity to coastal towns like Yamba and Maclean.
 E879876 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: Gulmarrad | Statement: [Clarence Valley, contains, Gulmarrad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gulmarrad
Context triple: [Clarence Valley, contains, Gulmarrad]
  • A. Galmudug
    Galmudug is a federal member state in central Somalia, encompassing parts of the Galguduud and Mudug regions and functioning with its own regional government.
  • B. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • C. Woorabinda
    Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
  • D. Eungella
    Eungella is a small rural township in Queensland, Australia, known as a gateway to the surrounding Eungella National Park and its rainforest landscapes.
  • E. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • 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: Gulmarrad
Triple: [Clarence Valley, contains, Gulmarrad]
Generated description
Gulmarrad is a rural locality in northern New South Wales, Australia, known for its semi-rural lifestyle and proximity to coastal towns like Yamba and Maclean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gulmarrad
Target entity description: Gulmarrad is a rural locality in northern New South Wales, Australia, known for its semi-rural lifestyle and proximity to coastal towns like Yamba and Maclean.
  • A. Galmudug
    Galmudug is a federal member state in central Somalia, encompassing parts of the Galguduud and Mudug regions and functioning with its own regional government.
  • B. Amaroo
    Amaroo is a residential suburb in the Gungahlin district of Canberra, Australian Capital Territory.
  • C. Woorabinda
    Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
  • D. Eungella
    Eungella is a small rural township in Queensland, Australia, known as a gateway to the surrounding Eungella National Park and its rainforest landscapes.
  • E. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d52757b870819085b03aa6805aa076 completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9988fca088190b13b651985677a6a completed April 11, 2026, 12:40 a.m.
NEDg Description generation batch_69d99e8312188190bec3090f34a7b9b9 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69d99f50e0888190b8e7b2547e1526af completed April 11, 2026, 1:09 a.m.
Created at: April 6, 2026, 12:38 p.m.