Triple

T1397520

Position	Surface form	Disambiguated ID	Type / Status
Subject	Albury	`E30700`	entity
Predicate	hasUniversityCampus	`P4623`	FINISHED
Object	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.	`E161974`	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 Albury-Wodonga Campus | Statement: [Albury, hasUniversityCampus, La Trobe University Albury-Wodonga Campus]

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

Target entity: La Trobe University Albury-Wodonga Campus
Context triple: [Albury, hasUniversityCampus, La Trobe University Albury-Wodonga 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. Flinders University
Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
C. 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.
D. Charles Sturt University Albury-Wodonga Campus
Charles Sturt University Albury-Wodonga Campus is a regional Australian university campus serving the Albury-Wodonga area with a focus on practical, industry-aligned higher education and research.
E. 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.
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 Albury-Wodonga Campus
Triple: [Albury, hasUniversityCampus, La Trobe University Albury-Wodonga Campus]

Generated description

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.

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

Target entity: La Trobe University Albury-Wodonga Campus
Target entity description: 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.

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. Flinders University
Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
C. 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.
D. Charles Sturt University Albury-Wodonga Campus
Charles Sturt University Albury-Wodonga Campus is a regional Australian university campus serving the Albury-Wodonga area with a focus on practical, industry-aligned higher education and research.
E. 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.
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_69a498fd4e408190bd73eca30ea9754c`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c3817320819093067b1444d70b74`	completed	March 1, 2026, 10:53 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ace57125a4819089216bbc75c36bb9`	completed	March 8, 2026, 2:56 a.m.
NEDg	Description generation	`batch_69ace61b0ba08190930f9e21d28b4449`	completed	March 8, 2026, 2:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69ace6b543ec819080a5ddeed0273644`	completed	March 8, 2026, 3:02 a.m.

Created at: March 1, 2026, 7:59 p.m.