Triple

T6300849

Position	Surface form	Disambiguated ID	Type / Status
Subject	International Association of Universities	`E141249`	entity
Predicate	publishes	`P80`	FINISHED
Object	World Higher Education Database The World Higher Education Database is a comprehensive global reference resource providing detailed information on higher education systems, institutions, and credentials worldwide.	`E583350`	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: World Higher Education Database | Statement: [International Association of Universities, publishes, World Higher Education Database]

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

Target entity: World Higher Education Database
Context triple: [International Association of Universities, publishes, World Higher Education Database]

A. Education at a Glance
Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
B. European Centre for Higher Education
The European Centre for Higher Education is a specialized UNESCO institution focused on promoting and supporting higher education development, policy, and cooperation in Europe.
C. Worldwide Universities Network
The Worldwide Universities Network is a global alliance of research-intensive universities that collaborate on international education, research, and knowledge exchange.
D. League of European Research Universities
The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
E. QS World University Rankings
QS World University Rankings is a prominent annual global ranking system that evaluates and compares universities worldwide based on factors such as academic reputation, employer reputation, research impact, and internationalization.
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: World Higher Education Database
Triple: [International Association of Universities, publishes, World Higher Education Database]

Generated description

The World Higher Education Database is a comprehensive global reference resource providing detailed information on higher education systems, institutions, and credentials worldwide.

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

Target entity: World Higher Education Database
Target entity description: The World Higher Education Database is a comprehensive global reference resource providing detailed information on higher education systems, institutions, and credentials worldwide.

A. Education at a Glance
Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
B. European Centre for Higher Education
The European Centre for Higher Education is a specialized UNESCO institution focused on promoting and supporting higher education development, policy, and cooperation in Europe.
C. Worldwide Universities Network
The Worldwide Universities Network is a global alliance of research-intensive universities that collaborate on international education, research, and knowledge exchange.
D. League of European Research Universities
The League of European Research Universities is a consortium of leading research-intensive universities in Europe that collaborates to influence policy and promote high-quality academic research and education.
E. QS World University Rankings
QS World University Rankings is a prominent annual global ranking system that evaluates and compares universities worldwide based on factors such as academic reputation, employer reputation, research impact, and internationalization.
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_69c008cf0ad4819095def81e2bd42f9f`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0645bb41481909294b06e2b3e1845`	completed	March 22, 2026, 9:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c5e42f38bc819086a3e66a83ffc792`	completed	March 27, 2026, 1:58 a.m.
NEDg	Description generation	`batch_69c5e4e5f5ec81909ddfb500315408bd`	completed	March 27, 2026, 2:01 a.m.
NED2	Entity disambiguation (via description)	`batch_69c5e55af7c48190ab44b433ba8bd3e8`	completed	March 27, 2026, 2:03 a.m.

Created at: March 22, 2026, 4:27 p.m.