Triple

T17137424

Position	Surface form	Disambiguated ID	Type / Status
Subject	Curtin University Malaysia	`E415875`	entity
Predicate	hasSchool	`P113`	FINISHED
Object	School of Engineering and Science The School of Engineering and Science is an academic division of Curtin University Malaysia that offers engineering and science programs, research, and training in technical and scientific disciplines.	`E1254037`	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: School of Engineering and Science | Statement: [Curtin University Malaysia, hasSchool, School of Engineering and Science]

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

Target entity: School of Engineering and Science
Context triple: [Curtin University Malaysia, hasSchool, School of Engineering and Science]

A. School of Science and Engineering
The School of Science and Engineering is an academic unit of the Loyola Schools that offers undergraduate and graduate programs in the natural sciences, mathematics, and engineering disciplines.
B. School of Science and Engineering
The School of Science and Engineering is an academic faculty of the University of Dundee that provides education and conducts research across various scientific and engineering disciplines.
C. School of Science and Engineering
The School of Science and Engineering is a major academic division of Tulane University that focuses on education and research in the natural sciences, engineering, and related disciplines.
D. School of Science and Engineering
The School of Science and Engineering is a faculty of Reykjavík University that focuses on education and research in scientific and engineering disciplines.
E. School of Engineering Science
The School of Engineering Science at Osaka University is a faculty that integrates advanced engineering, science, and technology education and research, emphasizing interdisciplinary approaches to complex scientific and industrial challenges.
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: School of Engineering and Science
Triple: [Curtin University Malaysia, hasSchool, School of Engineering and Science]

Generated description

The School of Engineering and Science is an academic division of Curtin University Malaysia that offers engineering and science programs, research, and training in technical and scientific disciplines.

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

Target entity: School of Engineering and Science
Target entity description: The School of Engineering and Science is an academic division of Curtin University Malaysia that offers engineering and science programs, research, and training in technical and scientific disciplines.

A. School of Science and Engineering
The School of Science and Engineering is a major academic division of Tulane University that focuses on education and research in the natural sciences, engineering, and related disciplines.
B. School of Science and Engineering
The School of Science and Engineering is an academic faculty of the University of Dundee that provides education and conducts research across various scientific and engineering disciplines.
C. School of Science and Engineering
The School of Science and Engineering is a faculty of Reykjavík University that focuses on education and research in scientific and engineering disciplines.
D. School of Science and Engineering
The School of Science and Engineering is an academic unit of the Loyola Schools that offers undergraduate and graduate programs in the natural sciences, mathematics, and engineering disciplines.
E. School of Engineering Science
The School of Engineering Science at Osaka University is a faculty that integrates advanced engineering, science, and technology education and research, emphasizing interdisciplinary approaches to complex scientific and industrial challenges.
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_69d886d15af4819092f92f8a129763e6`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3f2d0628081908e0160290041fe89`	completed	April 18, 2026, 9:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a01482cd918819082d18b3cb76394cb`	completed	May 11, 2026, 3:08 a.m.
NEDg	Description generation	`batch_6a01498352648190a28be189af2263ea`	completed	May 11, 2026, 3:14 a.m.
NED2	Entity disambiguation (via description)	`batch_6a014a3e36588190b15fa0fe958e2d9e`	completed	May 11, 2026, 3:17 a.m.

Created at: April 10, 2026, 5:36 a.m.