Triple

T4448581
Position Surface form Disambiguated ID Type / Status
Subject East Maitland E96349 entity
Predicate partOfElectoralDistrict P9851 FINISHED
Object Maitland (state electoral district)
Maitland (state electoral district) is an electoral division of the New South Wales Legislative Assembly in Australia, centered on the city of Maitland and its surrounding suburbs.
E439050 NE FINISHED

How this triple was built (5 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: Maitland (state electoral district) | Statement: [East Maitland, partOfElectoralDistrict, Maitland (state electoral district)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maitland (state electoral district)
Context triple: [East Maitland, partOfElectoralDistrict, Maitland (state electoral district)]
  • A. 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.
  • B. Maitland City Council
    Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
  • C. 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.
  • D. Maitland, New South Wales
    Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
  • E. electorate of Daly
    The electorate of Daly is a rural electoral division in Australia's Northern Territory, represented in the Northern Territory Legislative Assembly.
  • 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: Maitland (state electoral district)
Triple: [East Maitland, partOfElectoralDistrict, Maitland (state electoral district)]
Generated description
Maitland (state electoral district) is an electoral division of the New South Wales Legislative Assembly in Australia, centered on the city of Maitland and its surrounding suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maitland (state electoral district)
Target entity description: Maitland (state electoral district) is an electoral division of the New South Wales Legislative Assembly in Australia, centered on the city of Maitland and its surrounding suburbs.
  • A. 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.
  • B. Maitland City Council
    Maitland City Council is the local government authority responsible for administering and providing services to the Maitland local government area in New South Wales, Australia.
  • C. 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.
  • D. Maitland, New South Wales
    Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
  • E. electorate of Daly
    The electorate of Daly is a rural electoral division in Australia's Northern Territory, represented in the Northern Territory Legislative Assembly.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: partOfElectoralDistrict
Context triple: [East Maitland, partOfElectoralDistrict, Maitland (state electoral district)]
  • A. representedElectoralDistrict
    Indicates that an elected official served as the representative for a specific electoral district or constituency.
  • B. locatedInFederalElectoralDistrict
    Indicates that one entity is geographically situated within the boundaries of a specific federal electoral district.
  • C. locatedInProvincialElectoralDistrict
    Indicates that one entity is situated within the boundaries of a specific provincial electoral district.
  • D. constituency chosen
    Indicates that one entity functions as a constituent or component part within the structural or organizational makeup of another entity.
  • E. servedDistrict
    Indicates that an entity has provided official service or representation to a particular district.
  • F. None of above.

Provenance (6 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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d45b748190b09b7067fc6279b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b613895488819083140ae9f0ddba5e completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61464b0dc81909cab007115435b8b completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6151440648190bf8c1c95e20caf13 completed March 15, 2026, 2:10 a.m.
PD Predicate disambiguation batch_69b34f62c180819097ced38da2052207 completed March 12, 2026, 11:42 p.m.
Created at: March 12, 2026, 11:32 p.m.