Triple

T484820

Position	Surface form	Disambiguated ID	Type / Status
Subject	Darwin	`E9850`	entity
Predicate	hasEducationalInstitution	`P113`	FINISHED
Object	Charles Darwin University (main campus region) Charles Darwin University (main campus region) is the principal campus area of Charles Darwin University, a major public university in Australia’s Northern Territory centered in the city of Darwin.	`E60408`	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: Charles Darwin University (main campus region) | Statement: [Darwin, hasEducationalInstitution, Charles Darwin University (main campus region)]

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

Target entity: Charles Darwin University (main campus region)
Context triple: [Darwin, hasEducationalInstitution, Charles Darwin University (main campus region)]

A. 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.
B. The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
C. 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.
D. University of Sydney
The University of Sydney is a leading Australian public research university in Sydney, renowned for its historic sandstone campus, comprehensive range of disciplines, and strong global academic reputation.
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: Charles Darwin University (main campus region)
Triple: [Darwin, hasEducationalInstitution, Charles Darwin University (main campus region)]

Generated description

Charles Darwin University (main campus region) is the principal campus area of Charles Darwin University, a major public university in Australia’s Northern Territory centered in the city of Darwin.

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

Target entity: Charles Darwin University (main campus region)
Target entity description: Charles Darwin University (main campus region) is the principal campus area of Charles Darwin University, a major public university in Australia’s Northern Territory centered in the city of Darwin.

A. 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.
B. The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
C. 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.
D. University of Sydney
The University of Sydney is a leading Australian public research university in Sydney, renowned for its historic sandstone campus, comprehensive range of disciplines, and strong global academic reputation.
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_69a2e802e2908190ab17c9479e0b6412`	completed	Feb. 28, 2026, 1:05 p.m.
NER	Named-entity recognition	`batch_69a2f0bb46788190b40182bf2a54f98f`	completed	Feb. 28, 2026, 1:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a471205b9081908e75db702e9b3530`	completed	March 1, 2026, 5:02 p.m.
NEDg	Description generation	`batch_69a47180628c8190b801210ec5edf071`	completed	March 1, 2026, 5:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69a4721291a08190bc0b6f3aaadf8b71`	completed	March 1, 2026, 5:06 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.