Triple

T14384107
Position Surface form Disambiguated ID Type / Status
Subject Maryborough, Queensland E356678 entity
Predicate locatedIn P40 FINISHED
Object electoral district of Maryborough
The electoral district of Maryborough is a Queensland state electoral division centered on the regional city of Maryborough and its surrounding areas, represented in the Queensland Legislative Assembly.
E1097833 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: electoral district of Maryborough | Statement: [Maryborough, Queensland, locatedIn, electoral district of Maryborough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: electoral district of Maryborough
Context triple: [Maryborough, Queensland, locatedIn, electoral district of Maryborough]
  • A. Electoral district of Bathurst
    The Electoral district of Bathurst is a New South Wales state electoral division in Australia that encompasses the regional city of Bathurst and surrounding towns.
  • B. Electoral district of Ovens Valley
    The Electoral district of Ovens Valley is a Victorian state electoral division in Australia that encompasses rural and regional communities in the state's northeast, including parts of the Alpine and Ovens Valley regions.
  • C. Electoral district of Murray Plains
    The Electoral district of Murray Plains is a rural Victorian state electorate in Australia, known for encompassing agricultural communities along the Murray River.
  • D. Electoral district of Shepparton
    The Electoral district of Shepparton is a Victorian state electoral division in Australia centered on the regional city of Shepparton and surrounding rural areas.
  • E. Electoral district of Riverina
    The Electoral district of Riverina was a former New South Wales state electoral district in Australia, named after and encompassing part of the Riverina agricultural region.
  • 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: electoral district of Maryborough
Triple: [Maryborough, Queensland, locatedIn, electoral district of Maryborough]
Generated description
The electoral district of Maryborough is a Queensland state electoral division centered on the regional city of Maryborough and its surrounding areas, represented in the Queensland Legislative Assembly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: electoral district of Maryborough
Target entity description: The electoral district of Maryborough is a Queensland state electoral division centered on the regional city of Maryborough and its surrounding areas, represented in the Queensland Legislative Assembly.
  • A. Electoral district of Bathurst
    The Electoral district of Bathurst is a New South Wales state electoral division in Australia that encompasses the regional city of Bathurst and surrounding towns.
  • B. Electoral district of Ovens Valley
    The Electoral district of Ovens Valley is a Victorian state electoral division in Australia that encompasses rural and regional communities in the state's northeast, including parts of the Alpine and Ovens Valley regions.
  • C. Electoral district of Murray Plains
    The Electoral district of Murray Plains is a rural Victorian state electorate in Australia, known for encompassing agricultural communities along the Murray River.
  • D. Electoral district of Shepparton
    The Electoral district of Shepparton is a Victorian state electoral division in Australia centered on the regional city of Shepparton and surrounding rural areas.
  • E. Electoral district of Riverina
    The Electoral district of Riverina was a former New South Wales state electoral district in Australia, named after and encompassing part of the Riverina agricultural region.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de900d28c88190a37feee4743563de completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5511c9e4819089dcbf089ca0dc6a completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671340081909d87978be2a5522b completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57a6711881909429bba35ee867c6 completed May 8, 2026, 3:25 a.m.
Created at: April 10, 2026, 1:16 a.m.