Triple
T20503904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QS World University Rankings |
E503376
|
entity |
| Predicate | replacedBy |
P101
|
FINISHED |
| Object | QS World University Rankings by Subject |
—
|
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: QS World University Rankings by Subject | Statement: [QS World University Rankings, replacedBy, QS World University Rankings by Subject]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QS World University Rankings by Subject Context triple: [QS World University Rankings, replacedBy, QS World University Rankings by Subject]
-
A.
QS World University Rankings
chosen
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.
-
B.
Times Higher Education World University Rankings
The Times Higher Education World University Rankings is a prominent annual global ranking system that evaluates and compares universities worldwide based on criteria such as teaching, research, citations, international outlook, and industry income.
-
C.
Academic Ranking of World Universities
Academic Ranking of World Universities is a prominent global university ranking system, originally developed by Shanghai Jiao Tong University, that evaluates institutions primarily based on research output and academic excellence.
-
D.
Leiden Ranking of universities
The Leiden Ranking of universities is an annual global university ranking system that evaluates research performance and scientific impact using bibliometric indicators.
-
E.
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.
- 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.