Triple

T17613084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Commonwealth scientific agencies in Australia	`E429009`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Australian universities Australian universities are higher education and research institutions across Australia that provide undergraduate and postgraduate education while contributing significantly to national and international research and innovation.	`E1278371`	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: Australian universities | Statement: [Commonwealth scientific agencies in Australia, collaboratesWith, Australian universities]

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

Target entity: Australian universities
Context triple: [Commonwealth scientific agencies in Australia, collaboratesWith, Australian universities]

A. Universities Australia
Universities Australia is the peak national body representing Australian universities, advocating for their interests in policy, funding, and higher education strategy.
B. Universities New Zealand
Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.
C. Macquarie University
Macquarie University is a major public research university in Sydney, Australia, known for its strong programs in business, science, and the humanities and its emphasis on innovation and industry collaboration.
D. University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
E. Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
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: Australian universities
Triple: [Commonwealth scientific agencies in Australia, collaboratesWith, Australian universities]

Generated description

Australian universities are higher education and research institutions across Australia that provide undergraduate and postgraduate education while contributing significantly to national and international research and innovation.

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

Target entity: Australian universities
Target entity description: Australian universities are higher education and research institutions across Australia that provide undergraduate and postgraduate education while contributing significantly to national and international research and innovation.

A. Universities Australia
Universities Australia is the peak national body representing Australian universities, advocating for their interests in policy, funding, and higher education strategy.
B. Universities New Zealand
Universities New Zealand is the peak body representing and coordinating the country’s universities in matters of policy, advocacy, and sector-wide collaboration.
C. Macquarie University
Macquarie University is a major public research university in Sydney, Australia, known for its strong programs in business, science, and the humanities and its emphasis on innovation and industry collaboration.
D. University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
E. Australian National University
The Australian National University is a leading public research university in Canberra, renowned for its strong emphasis on research excellence and its role in shaping Australian public policy and scholarship.
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_69d889e1c6148190ba76241e74688f8b`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e46d2eaa348190a8226eef8c0d6e31`	completed	April 19, 2026, 5:50 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a01e8267d388190b97e038e142f338f`	completed	May 11, 2026, 2:31 p.m.
NEDg	Description generation	`batch_6a01f100fe5c81909bb43e89b60c27df`	completed	May 11, 2026, 3:08 p.m.
NED2	Entity disambiguation (via description)	`batch_6a01f17a3efc81909404abb3a7ed6523`	completed	May 11, 2026, 3:10 p.m.

Created at: April 10, 2026, 5:51 a.m.