Triple

T28461
Position Surface form Disambiguated ID Type / Status
Subject Open Educational Resources E566 entity
Predicate isEncouragedBy P836 FINISHED
Object UNESCO 2019 OER Recommendation
The UNESCO 2019 OER Recommendation is a global policy framework adopted by UNESCO member states to promote the creation, use, and sharing of open educational resources in support of inclusive and equitable quality education.
E6060 NE FINISHED

How this triple was built (5 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: UNESCO 2019 OER Recommendation | Statement: [Open Educational Resources, isEncouragedBy, UNESCO 2019 OER Recommendation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UNESCO 2019 OER Recommendation
Context triple: [Open Educational Resources, isEncouragedBy, UNESCO 2019 OER Recommendation]
  • A. OpenCourseWare movement
    The OpenCourseWare movement is a global initiative in which universities and educators freely share course materials and educational resources online to promote open access to knowledge.
  • B. Open Educational Resources
    Open Educational Resources are freely accessible, openly licensed teaching and learning materials that can be used, adapted, and shared by educators and learners worldwide.
  • C. Open Knowledge Foundation
    Open Knowledge Foundation is a global nonprofit organization that promotes open data and open knowledge to foster transparency, innovation, and civic engagement.
  • D. 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.
  • E. universal digital library
    The universal digital library is a conceptual global repository aiming to provide seamless, searchable access to all recorded human knowledge in digital form.
  • 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: UNESCO 2019 OER Recommendation
Triple: [Open Educational Resources, isEncouragedBy, UNESCO 2019 OER Recommendation]
Generated description
The UNESCO 2019 OER Recommendation is a global policy framework adopted by UNESCO member states to promote the creation, use, and sharing of open educational resources in support of inclusive and equitable quality education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UNESCO 2019 OER Recommendation
Target entity description: The UNESCO 2019 OER Recommendation is a global policy framework adopted by UNESCO member states to promote the creation, use, and sharing of open educational resources in support of inclusive and equitable quality education.
  • A. OpenCourseWare movement
    The OpenCourseWare movement is a global initiative in which universities and educators freely share course materials and educational resources online to promote open access to knowledge.
  • B. Open Educational Resources
    Open Educational Resources are freely accessible, openly licensed teaching and learning materials that can be used, adapted, and shared by educators and learners worldwide.
  • C. Open Knowledge Foundation
    Open Knowledge Foundation is a global nonprofit organization that promotes open data and open knowledge to foster transparency, innovation, and civic engagement.
  • D. Constitution of UNESCO
    The Constitution of UNESCO is the foundational legal charter that establishes the United Nations Educational, Scientific and Cultural Organization’s purposes, structure, and guiding principles.
  • E. CBE—Life Sciences Education
    CBE—Life Sciences Education is a peer-reviewed, open-access journal focusing on research and evidence-based practices in biology and life sciences education.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isEncouragedBy
Context triple: [Open Educational Resources, isEncouragedBy, UNESCO 2019 OER Recommendation]
  • A. encourages chosen
    Indicates actively motivating, supporting, or giving confidence to another entity to pursue an action, behavior, or state.
  • B. allows
    Indicates that one entity grants permission, capability, or opportunity for another entity to perform an action or be in a certain state.
  • C. protectedBy
    Indicates that one entity provides protection, defense, or safeguarding for another entity.
  • D. supportsDiscipline
    Indicates that one entity provides assistance, resources, or endorsement that helps sustain or advance a particular discipline.
  • E. opposedBy
    Indicates that one entity actively resists, disagrees with, or works against the actions, views, or position of another entity.
  • F. None of above.

Provenance (6 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24925607c8190a9ce7ec834f3e5bb completed Feb. 28, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2552eef10819094c0900499fb2d8f completed Feb. 28, 2026, 2:38 a.m.
NEDg Description generation batch_69a2587d06a8819090b5988f9bf22344 completed Feb. 28, 2026, 2:52 a.m.
NED2 Entity disambiguation (via description) batch_69a259457a4c8190808438f6ec06d8f9 completed Feb. 28, 2026, 2:56 a.m.
PD Predicate disambiguation batch_69a2486bd74c81908d32be3c7d22f51f completed Feb. 28, 2026, 1:44 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.