Triple
T20503907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QS World University Rankings |
E503376
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object | Quacquarelli Symonds Ltd. |
—
|
NE NERFINISHED |
How this triple was built (2 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: Quacquarelli Symonds Ltd. | Statement: [QS World University Rankings, operator, Quacquarelli Symonds Ltd.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quacquarelli Symonds Ltd. Context triple: [QS World University Rankings, operator, Quacquarelli Symonds Ltd.]
-
A.
Quacquarelli Symonds
chosen
Quacquarelli Symonds is a British higher education analytics and consultancy company best known for producing global university rankings and related educational services.
-
B.
Universities and Colleges Admissions Service (UCAS)
The Universities and Colleges Admissions Service (UCAS) is the centralized organization in the United Kingdom responsible for managing applications to undergraduate courses at universities and colleges.
-
C.
Quest International
Quest International was a prominent fragrance and flavor company known for creating perfumes and aromas for major consumer brands worldwide.
-
D.
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.
-
E.
Santander Universities
Santander Universities is a global higher education support network and philanthropic initiative funded by Banco Santander that provides scholarships, grants, and collaboration opportunities to partner universities and their students.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b4b1e52c8190894281cf7e3283ab |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69dc3afc08190a3c6c8cc2682f0e5 |
completed | April 20, 2026, 9:42 p.m. |
Created at: April 16, 2026, 11:35 a.m.