Triple

T7258783

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bendigo	`E159590`	entity
Predicate	hasUniversityCampus	`P4623`	FINISHED
Object	La Trobe University Bendigo campus La Trobe University Bendigo campus is a regional campus of La Trobe University in Victoria, Australia, offering a range of undergraduate and postgraduate programs and serving as a major higher education hub for the Bendigo area.	`E651318`	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: La Trobe University Bendigo campus | Statement: [Bendigo, hasUniversityCampus, La Trobe University Bendigo campus]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: La Trobe University Bendigo campus
Context triple: [Bendigo, hasUniversityCampus, La Trobe University Bendigo campus]

A. La Trobe University (city campus)
La Trobe University (city campus) is an urban satellite campus of La Trobe University located in central Melbourne, offering higher education programs with a focus on accessibility to the city's business and cultural hubs.
B. La Trobe University Albury-Wodonga Campus
La Trobe University Albury-Wodonga Campus is a regional campus of La Trobe University serving students in the Albury-Wodonga cross-border area of New South Wales and Victoria, Australia.
C. La Trobe University
La Trobe University is a major Australian public research university based in Melbourne, known for its strengths in humanities, social sciences, and health sciences.
D. Geelong Waurn Ponds Campus
Geelong Waurn Ponds Campus is a major regional campus of Deakin University located in Geelong, Victoria, known for its engineering, science, and technology facilities.
E. Warrnambool Campus
Warrnambool Campus is Deakin University's regional coastal campus in south-west Victoria, Australia, offering a range of undergraduate and postgraduate programs in a smaller, community-focused setting.
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: La Trobe University Bendigo campus
Triple: [Bendigo, hasUniversityCampus, La Trobe University Bendigo campus]

Generated description

La Trobe University Bendigo campus is a regional campus of La Trobe University in Victoria, Australia, offering a range of undergraduate and postgraduate programs and serving as a major higher education hub for the Bendigo area.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: La Trobe University Bendigo campus
Target entity description: La Trobe University Bendigo campus is a regional campus of La Trobe University in Victoria, Australia, offering a range of undergraduate and postgraduate programs and serving as a major higher education hub for the Bendigo area.

A. La Trobe University (city campus)
La Trobe University (city campus) is an urban satellite campus of La Trobe University located in central Melbourne, offering higher education programs with a focus on accessibility to the city's business and cultural hubs.
B. La Trobe University Albury-Wodonga Campus
La Trobe University Albury-Wodonga Campus is a regional campus of La Trobe University serving students in the Albury-Wodonga cross-border area of New South Wales and Victoria, Australia.
C. La Trobe University
La Trobe University is a major Australian public research university based in Melbourne, known for its strengths in humanities, social sciences, and health sciences.
D. Geelong Waurn Ponds Campus
Geelong Waurn Ponds Campus is a major regional campus of Deakin University located in Geelong, Victoria, known for its engineering, science, and technology facilities.
E. Warrnambool Campus
Warrnambool Campus is Deakin University's regional coastal campus in south-west Victoria, Australia, offering a range of undergraduate and postgraduate programs in a smaller, community-focused setting.
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_69c68838f9948190875fd60b2351230c`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6eac340a0819084015a5fbf7a5539`	completed	March 27, 2026, 8:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7d3b99af08190a28d77e7363edf45`	completed	March 28, 2026, 1:12 p.m.
NEDg	Description generation	`batch_69c7d48d7c948190b10ad0bf2f59bddc`	completed	March 28, 2026, 1:15 p.m.
NED2	Entity disambiguation (via description)	`batch_69c7d517a7108190893878cbef7d1a3a`	completed	March 28, 2026, 1:18 p.m.

Created at: March 27, 2026, 2:57 p.m.