Triple
T3726871
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | EFMD |
E81770
|
entity |
| Predicate | operatesAccreditationSystem |
P17719
|
FINISHED |
| Object |
EFMD Online Course Certification System
The EFMD Online Course Certification System is an international quality assurance framework that evaluates and certifies the design and delivery of online and blended learning courses offered by educational institutions and corporate providers.
|
E81770
|
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: EFMD Online Course Certification System | Statement: [EFMD, operatesAccreditationSystem, EFMD Online Course Certification System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: EFMD Online Course Certification System Context triple: [EFMD, operatesAccreditationSystem, EFMD Online Course Certification System]
-
A.
EFMD
EFMD is a global, non-profit management development organization best known for accrediting business schools and programs worldwide.
-
B.
LMS
LMS was one of the "Big Four" British railway companies, operating an extensive network across London, the Midlands, Scotland, and parts of Wales from 1923 until nationalisation in 1948.
-
C.
LMS
LMS is the London Mathematical Society, a leading UK organization dedicated to advancing and promoting mathematical research.
-
D.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
-
E.
Canvas LMS
Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
- 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: EFMD Online Course Certification System Triple: [EFMD, operatesAccreditationSystem, EFMD Online Course Certification System]
Generated description
The EFMD Online Course Certification System is an international quality assurance framework that evaluates and certifies the design and delivery of online and blended learning courses offered by educational institutions and corporate providers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: EFMD Online Course Certification System Target entity description: The EFMD Online Course Certification System is an international quality assurance framework that evaluates and certifies the design and delivery of online and blended learning courses offered by educational institutions and corporate providers.
-
A.
EFMD
chosen
EFMD is a global, non-profit management development organization best known for accrediting business schools and programs worldwide.
-
B.
LMS
LMS was one of the "Big Four" British railway companies, operating an extensive network across London, the Midlands, Scotland, and parts of Wales from 1923 until nationalisation in 1948.
-
C.
LMS
LMS is the London Mathematical Society, a leading UK organization dedicated to advancing and promoting mathematical research.
-
D.
MicroMasters programs
MicroMasters programs are graduate-level, career-focused online credential programs typically offered by universities through MOOC platforms, designed to provide advanced knowledge and a pathway to further academic or professional advancement.
-
E.
Canvas LMS
Canvas LMS is a widely used cloud-based learning management system designed to help schools, universities, and organizations deliver, manage, and track online and blended courses.
- F. None of above.
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_69ad8b1b7ef081908d2d381bbf54985a |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcaf7a6908190bd0c3bb5c55ab9ee |
completed | March 8, 2026, 7:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4ce206cb88190985a727b769e1e12 |
completed | March 14, 2026, 2:55 a.m. |
| NEDg | Description generation | batch_69b4cf1840bc81908a85642430ab5339 |
completed | March 14, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4cf92e9c48190a3d87ba1f90548ec |
completed | March 14, 2026, 3:01 a.m. |
Created at: March 8, 2026, 3:34 p.m.