Triple

T15322317

Position	Surface form	Disambiguated ID	Type / Status
Subject	Innovative Research Universities	`E366321`	entity
Predicate	hasMember	`P10`	FINISHED
Object	James Cook University James Cook University is an Australian public research university known for its strengths in tropical, marine, and environmental sciences, with major campuses in North Queensland and Singapore.	`E1199676`	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: James Cook University | Statement: [Innovative Research Universities, hasMember, James Cook University]

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

Target entity: James Cook University
Context triple: [Innovative Research Universities, hasMember, James Cook University]

A. James Cook University College of Science and Engineering
James Cook University College of Science and Engineering is an academic division of James Cook University that focuses on education and research in scientific and engineering disciplines, including areas such as environmental science, marine science, and technology.
B. James Cook University Cairns campus
James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
C. 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.
D. Griffith University
Griffith University is a major public research university in Queensland, Australia, known for its innovative programs and strong focus on social justice and sustainability.
E. Queensland University of Technology
Queensland University of Technology is a major Australian public research university known for its industry-focused programs and campuses in Brisbane, Queensland.
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: James Cook University
Triple: [Innovative Research Universities, hasMember, James Cook University]

Generated description

James Cook University is an Australian public research university known for its strengths in tropical, marine, and environmental sciences, with major campuses in North Queensland and Singapore.

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

Target entity: James Cook University
Target entity description: James Cook University is an Australian public research university known for its strengths in tropical, marine, and environmental sciences, with major campuses in North Queensland and Singapore.

A. James Cook University College of Science and Engineering
James Cook University College of Science and Engineering is an academic division of James Cook University that focuses on education and research in scientific and engineering disciplines, including areas such as environmental science, marine science, and technology.
B. James Cook University Cairns campus
James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
C. 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.
D. Griffith University
Griffith University is a major public research university in Queensland, Australia, known for its innovative programs and strong focus on social justice and sustainability.
E. Queensland University of Technology
Queensland University of Technology is a major Australian public research university known for its industry-focused programs and campuses in Brisbane, Queensland.
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_69d85a121520819093dcce999fdefe1a`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e03dd460288190b5c41f0a0aeee949`	completed	April 16, 2026, 1:39 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fffee31b70819092d0583100a7101a`	completed	May 10, 2026, 3:43 a.m.
NEDg	Description generation	`batch_6a00029e85388190bccc4a1996e1738e`	completed	May 10, 2026, 3:59 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0003031a4c8190887000d0179e07e5`	completed	May 10, 2026, 4:01 a.m.

Created at: April 10, 2026, 3:16 a.m.