Triple
T2714191
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coursera Plus |
E59928
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Coursera Professional Certificates
Coursera Professional Certificates are job-focused online credential programs designed in partnership with leading companies and institutions to help learners gain practical skills for specific careers.
|
E59928
|
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: Coursera Professional Certificates | Statement: [Coursera Plus, relatedTo, Coursera Professional Certificates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coursera Professional Certificates Context triple: [Coursera Plus, relatedTo, Coursera Professional Certificates]
-
A.
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.
-
B.
Coursera
Coursera is a major online learning platform that partners with universities and organizations worldwide to offer courses, professional certificates, and degree programs across a wide range of subjects.
-
C.
Coursera Plus
Coursera Plus is a subscription service that provides unlimited access to a large catalog of Coursera’s online courses, specializations, and professional certificates for a flat annual or monthly fee.
-
D.
LinkedIn Learning
LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
-
E.
edX
edX is a leading online learning platform founded by MIT and Harvard that offers university-level courses, professional certificates, and degree programs to learners worldwide.
- 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: Coursera Professional Certificates Triple: [Coursera Plus, relatedTo, Coursera Professional Certificates]
Generated description
Coursera Professional Certificates are job-focused online credential programs designed in partnership with leading companies and institutions to help learners gain practical skills for specific careers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coursera Professional Certificates Target entity description: Coursera Professional Certificates are job-focused online credential programs designed in partnership with leading companies and institutions to help learners gain practical skills for specific careers.
-
A.
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.
-
B.
Coursera
Coursera is a major online learning platform that partners with universities and organizations worldwide to offer courses, professional certificates, and degree programs across a wide range of subjects.
-
C.
Coursera Plus
chosen
Coursera Plus is a subscription service that provides unlimited access to a large catalog of Coursera’s online courses, specializations, and professional certificates for a flat annual or monthly fee.
-
D.
LinkedIn Learning
LinkedIn Learning is an online educational platform offering video-based courses in business, technology, and creative skills, integrated with LinkedIn for professional development and career growth.
-
E.
edX
edX is a leading online learning platform founded by MIT and Harvard that offers university-level courses, professional certificates, and degree programs to learners worldwide.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda93a2388190b55a1c821ef6bc64 |
completed | March 7, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb687f6a081909ab1ba98a6ecc60f |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7c0ac9c819088939e2a20e74c24 |
completed | March 10, 2026, 6:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb84d36488190b49b05f2d5398627 |
completed | March 10, 2026, 6:21 a.m. |
Created at: March 6, 2026, 9:55 p.m.