Triple
T5345288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Higher Education Funding Council for England |
E124038
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Quality Assurance Agency for Higher Education
The Quality Assurance Agency for Higher Education is the UK’s independent body responsible for monitoring and advising on standards and quality in higher education institutions.
|
E513129
|
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: Quality Assurance Agency for Higher Education | Statement: [Higher Education Funding Council for England, collaboratedWith, Quality Assurance Agency for Higher Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quality Assurance Agency for Higher Education Context triple: [Higher Education Funding Council for England, collaboratedWith, Quality Assurance Agency for Higher Education]
-
A.
The Capstone of Higher Education
The Capstone of Higher Education is the official motto of the University of Alabama, expressing its aspiration to represent the pinnacle of academic excellence and leadership in higher education.
-
B.
Consortium on Financing Higher Education
The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
-
C.
Ontario Universities Council on Quality Assurance
The Ontario Universities Council on Quality Assurance is a provincial body that oversees and ensures the quality of academic programs offered by Ontario’s publicly assisted universities.
-
D.
Reports and addresses on university education
"Reports and addresses on university education" is a collection of influential writings by American educator Daniel Coit Gilman that helped shape modern concepts of higher education and the research university in the United States.
-
E.
Council for Higher Education Accreditation
The Council for Higher Education Accreditation is a U.S. nonprofit organization that provides recognition to accrediting bodies and promotes academic quality and accountability in higher education.
- 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: Quality Assurance Agency for Higher Education Triple: [Higher Education Funding Council for England, collaboratedWith, Quality Assurance Agency for Higher Education]
Generated description
The Quality Assurance Agency for Higher Education is the UK’s independent body responsible for monitoring and advising on standards and quality in higher education institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quality Assurance Agency for Higher Education Target entity description: The Quality Assurance Agency for Higher Education is the UK’s independent body responsible for monitoring and advising on standards and quality in higher education institutions.
-
A.
The Capstone of Higher Education
The Capstone of Higher Education is the official motto of the University of Alabama, expressing its aspiration to represent the pinnacle of academic excellence and leadership in higher education.
-
B.
Consortium on Financing Higher Education
The Consortium on Financing Higher Education is an organization of highly selective, private colleges and universities in the United States that collaborates on issues related to financial aid, affordability, and access to higher education.
-
C.
Ontario Universities Council on Quality Assurance
The Ontario Universities Council on Quality Assurance is a provincial body that oversees and ensures the quality of academic programs offered by Ontario’s publicly assisted universities.
-
D.
Reports and addresses on university education
"Reports and addresses on university education" is a collection of influential writings by American educator Daniel Coit Gilman that helped shape modern concepts of higher education and the research university in the United States.
-
E.
Council for Higher Education Accreditation
The Council for Higher Education Accreditation is a U.S. nonprofit organization that provides recognition to accrediting bodies and promotes academic quality and accountability in higher education.
- 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_69bd464be27081908807b40b75c1bbae |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd85ec46ac81908e45ffb1b7a71507 |
completed | March 20, 2026, 5:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21c95ed0819084a9cdcaf5148988 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf2236219c8190bd5c439ea13ea83a |
completed | March 21, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf229a0ad88190b7edc02a98f5fe31 |
completed | March 21, 2026, 10:58 p.m. |
Created at: March 20, 2026, 2:01 p.m.