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.