Triple

T961831
Position Surface form Disambiguated ID Type / Status
Subject Wagga Wagga E20750 entity
Predicate universityCampus P269 FINISHED
Object Charles Sturt University Wagga Wagga Campus
Charles Sturt University Wagga Wagga Campus is a major regional Australian university campus known for its strong programs in agriculture, animal and veterinary sciences, and environmental studies.
E113082 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: Charles Sturt University Wagga Wagga Campus | Statement: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Wagga Wagga Campus
Context triple: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
  • A. University of Wollongong
    The University of Wollongong is a leading Australian public research university known for its strong engineering, information sciences, and health programs, with a main campus located in the coastal city of Wollongong, New South Wales.
  • B. Deakin University
    Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
  • C. Swinburne University of Technology (city campus)
    Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
  • D. University of South Australia
    The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
  • E. Curtin University
    Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
  • 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: Charles Sturt University Wagga Wagga Campus
Triple: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
Generated description
Charles Sturt University Wagga Wagga Campus is a major regional Australian university campus known for its strong programs in agriculture, animal and veterinary sciences, and environmental studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Wagga Wagga Campus
Target entity description: Charles Sturt University Wagga Wagga Campus is a major regional Australian university campus known for its strong programs in agriculture, animal and veterinary sciences, and environmental studies.
  • A. University of Wollongong
    The University of Wollongong is a leading Australian public research university known for its strong engineering, information sciences, and health programs, with a main campus located in the coastal city of Wollongong, New South Wales.
  • B. Deakin University
    Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
  • C. Swinburne University of Technology (city campus)
    Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
  • D. University of South Australia
    The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
  • E. Curtin University
    Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: universityCampus
Context triple: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
  • A. cityCampus
    Indicates that a campus is located within or associated with a particular city.
  • B. campus chosen
    Indicates that an entity is located on, associated with, or taking place within a particular campus.
  • C. campusType
    Indicates the classification or category of a campus based on its type (e.g., main, satellite, urban, rural).
  • D. campusArea
    Indicates that one entity is the physical area or spatial extent of a campus associated with another entity.
  • E. university
    Indicates that an educational institution of higher learning is associated with or attended by a given entity.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b415ac688190bbcef455935a3116 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac11a6107481909b152291a73958d3 completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac12c5978481909be2d6e1ce85acd5 completed March 7, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_69ac132f09448190b5f789f90328f81f completed March 7, 2026, 11:59 a.m.
PD Predicate disambiguation batch_69a4b2a2e23c8190b932fe88b02f995d completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.