Triple

T4822877
Position Surface form Disambiguated ID Type / Status
Subject Scone, New South Wales E107749 entity
Predicate stateElectorate P11212 FINISHED
Object Upper Hunter
Upper Hunter is a rural New South Wales state electoral district known for its agricultural industries, mining activities, and small country towns.
 E477889 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: Upper Hunter | Statement: [Scone, New South Wales, stateElectorate, Upper Hunter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Upper Hunter
Context triple: [Scone, New South Wales, stateElectorate, Upper Hunter]
  • A. Lower Hunter
    Lower Hunter is a subregion of New South Wales’ Hunter Region, encompassing the more densely populated and industrialized areas around Newcastle and its surrounding towns.
  • B. Upper Hunter River
    The Upper Hunter River is a major river system in New South Wales, Australia, flowing through the traditional lands of the Wonnarua people and supporting significant agricultural and rural communities.
  • C. Northern Rivers
    Northern Rivers is a coastal region in northeastern New South Wales, Australia, known for its subtropical climate, river systems, beaches, and hinterland ranges.
  • D. Murrumbidgee catchment
    The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
  • E. Yass River
    Yass River is a watercourse in New South Wales, Australia, that flows through the Southern Tablelands and joins the Murrumbidgee River.
  • 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: Upper Hunter
Triple: [Scone, New South Wales, stateElectorate, Upper Hunter]
Generated description
Upper Hunter is a rural New South Wales state electoral district known for its agricultural industries, mining activities, and small country towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Upper Hunter
Target entity description: Upper Hunter is a rural New South Wales state electoral district known for its agricultural industries, mining activities, and small country towns.
  • A. Lower Hunter
    Lower Hunter is a subregion of New South Wales’ Hunter Region, encompassing the more densely populated and industrialized areas around Newcastle and its surrounding towns.
  • B. Upper Hunter River
    The Upper Hunter River is a major river system in New South Wales, Australia, flowing through the traditional lands of the Wonnarua people and supporting significant agricultural and rural communities.
  • C. Northern Rivers
    Northern Rivers is a coastal region in northeastern New South Wales, Australia, known for its subtropical climate, river systems, beaches, and hinterland ranges.
  • D. Murrumbidgee catchment
    The Murrumbidgee catchment is the river basin and drainage area that collects and channels water into the Murrumbidgee River within the Murray–Darling Basin in southeastern Australia.
  • E. Yass River
    Yass River is a watercourse in New South Wales, Australia, that flows through the Southern Tablelands and joins the Murrumbidgee River.
  • 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6caa95ec8190bea525dbf3a00477 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fa6479c8190b04c2ff50b98ad1d completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be7012b1bc819099a91adecd2b46ac completed March 21, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69be707707dc81908ef4a2efa23411b1 completed March 21, 2026, 10:18 a.m.
Created at: March 20, 2026, 1:24 p.m.