Triple

T17649265
Position Surface form Disambiguated ID Type / Status
Subject Bauple E429441 entity
Predicate governingBodyStateElectorate P19338 FINISHED
Object Maryborough
Maryborough is a regional city in Queensland, Australia, known for its historic architecture and role as a service and administrative hub for the surrounding Fraser Coast area.
 E356678 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: Maryborough | Statement: [Bauple, governingBodyStateElectorate, Maryborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maryborough
Context triple: [Bauple, governingBodyStateElectorate, Maryborough]
  • A. Maryborough
    Maryborough is a historic city in Queensland, Australia, known for its heritage architecture and role as a regional service and transport hub.
  • B. Williamtown
    Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
  • C. Maitland
    Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
  • D. Maitland
    Maitland is a Scottish surname historically associated with the noble Lauderdale family and other prominent lineages.
  • E. Goulburn
    Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key agricultural and transport hub.
  • 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: Maryborough
Triple: [Bauple, governingBodyStateElectorate, Maryborough]
Generated description
Maryborough is a regional city in Queensland, Australia, known for its historic architecture and role as a service and administrative hub for the surrounding Fraser Coast area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maryborough
Target entity description: Maryborough is a regional city in Queensland, Australia, known for its historic architecture and role as a service and administrative hub for the surrounding Fraser Coast area.
  • A. Maryborough chosen
    Maryborough is a historic city in Queensland, Australia, known for its heritage architecture and role as a regional service and transport hub.
  • B. Williamtown
    Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
  • C. Maitland
    Maitland is a rural service town located in the central region of South Australia's Yorke Peninsula.
  • D. Maitland
    Maitland is a Scottish surname historically associated with the noble Lauderdale family and other prominent lineages.
  • E. Goulburn
    Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key agricultural and transport hub.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46e3bc2f8819092e3365d9e798386 completed April 19, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c4c80b48190b45e751038ca73fd completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d596fc08190b0d8576088332a01 completed May 12, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_6a030dde2bbc8190b10f3c2d45c90f2b completed May 12, 2026, 11:24 a.m.
Created at: April 10, 2026, 6:05 a.m.