Triple

T4466112
Position Surface form Disambiguated ID Type / Status
Subject electoral district of Cessnock E98380 entity
Predicate hasBorderWith P224 FINISHED
Object Oxley
Oxley is an electoral district in New South Wales, Australia, represented in the state’s Legislative Assembly.
 E286972 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: Oxley | Statement: [electoral district of Cessnock, hasBorderWith, Oxley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oxley
Context triple: [electoral district of Cessnock, hasBorderWith, Oxley]
  • A. Oxley
    Oxley is a surname of English origin borne by various notable individuals across politics, sports, and other fields.
  • B. Oxley
    Oxley is an electoral district in the New South Wales Legislative Assembly, known for covering parts of the Mid North Coast region of Australia.
  • C. Irymple
    Irymple is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and proximity to Mildura in the Sunraysia region.
  • D. Boorangoora
    Boorangoora is the Indigenous name for Lake McKenzie, a renowned perched freshwater lake on K'gari (Fraser Island) in Queensland, Australia, famous for its clear blue water and white silica sand.
  • E. Murrumbateman
    Murrumbateman is a rural village in New South Wales, Australia, known for its cool-climate wineries and role as a commuter town for nearby Canberra.
  • 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: Oxley
Triple: [electoral district of Cessnock, hasBorderWith, Oxley]
Generated description
Oxley is an electoral district in New South Wales, Australia, represented in the state’s Legislative Assembly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oxley
Target entity description: Oxley is an electoral district in New South Wales, Australia, represented in the state’s Legislative Assembly.
  • A. Oxley
    Oxley is a surname of English origin borne by various notable individuals across politics, sports, and other fields.
  • B. Oxley chosen
    Oxley is an electoral district in the New South Wales Legislative Assembly, known for covering parts of the Mid North Coast region of Australia.
  • C. Irymple
    Irymple is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and proximity to Mildura in the Sunraysia region.
  • D. Boorangoora
    Boorangoora is the Indigenous name for Lake McKenzie, a renowned perched freshwater lake on K'gari (Fraser Island) in Queensland, Australia, famous for its clear blue water and white silica sand.
  • E. Murrumbateman
    Murrumbateman is a rural village in New South Wales, Australia, known for its cool-climate wineries and role as a commuter town for nearby Canberra.
  • 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_69b3454a7c608190944f5455c8031d73 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356991a588190be2f95fd957d7f99 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b62860151c8190b43465537b154f00 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62c3bf15c8190826f93c4c43733e6 completed March 15, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69b62cbaef8c8190b5d89a607c76eaf7 completed March 15, 2026, 3:51 a.m.
Created at: March 12, 2026, 11:34 p.m.