Triple
T20503933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | QS World University Rankings |
E503376
|
entity |
| Predicate | regionVariant |
P11942
|
FINISHED |
| Object |
QS Arab Region University Rankings
QS Arab Region University Rankings is a regional university ranking system by QS that evaluates and compares higher education institutions across Arab countries.
|
E1434723
|
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: QS Arab Region University Rankings | Statement: [QS World University Rankings, regionVariant, QS Arab Region University Rankings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QS Arab Region University Rankings Context triple: [QS World University Rankings, regionVariant, QS Arab Region University Rankings]
-
A.
Association of Arab Universities
The Association of Arab Universities is a regional organization that brings together higher education institutions from Arab countries to promote academic cooperation, quality assurance, and joint educational and research initiatives.
-
B.
Doha Institute for Graduate Studies
The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.
-
C.
Association of Arab and European Universities
The Association of Arab and European Universities is a transnational academic network that fosters cooperation, dialogue, and joint initiatives between universities in Arab countries and Europe.
-
D.
Qatar University
Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
-
E.
United Arab Emirates University
United Arab Emirates University is a leading national research university in Al Ain, United Arab Emirates, known for its comprehensive academic programs and role in educating many of the country’s prominent leaders.
- 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: QS Arab Region University Rankings Triple: [QS World University Rankings, regionVariant, QS Arab Region University Rankings]
Generated description
QS Arab Region University Rankings is a regional university ranking system by QS that evaluates and compares higher education institutions across Arab countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: QS Arab Region University Rankings Target entity description: QS Arab Region University Rankings is a regional university ranking system by QS that evaluates and compares higher education institutions across Arab countries.
-
A.
Association of Arab Universities
The Association of Arab Universities is a regional organization that brings together higher education institutions from Arab countries to promote academic cooperation, quality assurance, and joint educational and research initiatives.
-
B.
Doha Institute for Graduate Studies
The Doha Institute for Graduate Studies is a Qatar-based higher education institution specializing in postgraduate programs and research in the social sciences, humanities, public administration, and development studies, with a strong focus on the Arab region.
-
C.
Association of Arab and European Universities
The Association of Arab and European Universities is a transnational academic network that fosters cooperation, dialogue, and joint initiatives between universities in Arab countries and Europe.
-
D.
Qatar University
Qatar University is the primary national public university of Qatar, offering a wide range of undergraduate and graduate programs and serving as a leading center for education and research in the country.
-
E.
United Arab Emirates University
United Arab Emirates University is a leading national research university in Al Ain, United Arab Emirates, known for its comprehensive academic programs and role in educating many of the country’s prominent leaders.
- 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_69e0b4b1e52c8190894281cf7e3283ab |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e69dc3afc08190a3c6c8cc2682f0e5 |
completed | April 20, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0893c1a0648190846fc415e5469749 |
completed | May 16, 2026, 3:56 p.m. |
| NEDg | Description generation | batch_6a0894753bb08190a9c07a9264b2b292 |
completed | May 16, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08952b742c8190b00f806ab772e46d |
completed | May 16, 2026, 4:02 p.m. |
Created at: April 16, 2026, 11:35 a.m.