Triple
T593062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | School of Information Sciences (University of Illinois Urbana-Champaign) |
E17317
|
entity |
| Predicate | offersCertificate |
P178
|
FINISHED |
| Object |
Certificate in Data Science
The Certificate in Data Science is a graduate-level credential program focused on foundational data analysis, statistical methods, and computational techniques for extracting insights from data.
|
E73964
|
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: Certificate in Data Science | Statement: [School of Information Sciences (University of Illinois Urbana-Champaign), offersCertificate, Certificate in Data Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Certificate in Data Science Context triple: [School of Information Sciences (University of Illinois Urbana-Champaign), offersCertificate, Certificate in Data Science]
-
A.
Master of Information and Data Science
The Master of Information and Data Science is a professional graduate degree program focused on advanced data science methods, analytics, and their real-world applications in industry and research.
-
B.
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.
-
C.
Master of Business Analytics
The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
-
D.
School of Data
School of Data is an educational initiative that helps people and organizations develop practical data literacy and data skills, particularly for civic and social impact.
-
E.
Master of Information and Cybersecurity
The Master of Information and Cybersecurity is a graduate-level professional degree focused on advanced training in cybersecurity strategy, technology, and policy for protecting information systems and digital infrastructure.
- 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: Certificate in Data Science Triple: [School of Information Sciences (University of Illinois Urbana-Champaign), offersCertificate, Certificate in Data Science]
Generated description
The Certificate in Data Science is a graduate-level credential program focused on foundational data analysis, statistical methods, and computational techniques for extracting insights from data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Certificate in Data Science Target entity description: The Certificate in Data Science is a graduate-level credential program focused on foundational data analysis, statistical methods, and computational techniques for extracting insights from data.
-
A.
Master of Information and Data Science
The Master of Information and Data Science is a professional graduate degree program focused on advanced data science methods, analytics, and their real-world applications in industry and research.
-
B.
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.
-
C.
Master of Business Analytics
The Master of Business Analytics is a specialized graduate degree focused on applying advanced data science, statistical modeling, and quantitative methods to solve complex business problems and support data-driven decision-making.
-
D.
School of Data
School of Data is an educational initiative that helps people and organizations develop practical data literacy and data skills, particularly for civic and social impact.
-
E.
Master of Information and Cybersecurity
The Master of Information and Cybersecurity is a graduate-level professional degree focused on advanced training in cybersecurity strategy, technology, and policy for protecting information systems and digital infrastructure.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: offersCertificate Context triple: [School of Information Sciences (University of Illinois Urbana-Champaign), offersCertificate, Certificate in Data Science]
-
A.
certificationBy
Indicates that one entity formally attests to, approves, or validates the qualifications, standards, or authenticity of another entity.
-
B.
courseCertification
Indicates that an entity has been formally certified as having successfully completed a particular course.
-
C.
offersProgram
chosen
Indicates that an entity provides or makes available a specific program (such as a course, curriculum, or initiative).
-
D.
certificationDate
Indicates the date on which an entity was officially certified or granted a formal certification.
-
E.
qualificationBadge
Indicates that an entity has been awarded or holds a specific qualification badge signifying a certified skill, status, or achievement.
- 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_69a49379d09c8190ac7e00b24e2810b1 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49bbcaf5c81908de4e27096d3da13 |
completed | March 1, 2026, 8:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a515565720819086c59527d6f782f5 |
completed | March 2, 2026, 4:43 a.m. |
| NEDg | Description generation | batch_69a515d673e08190bf66072a20c5b912 |
completed | March 2, 2026, 4:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5168e76448190aec260b3b9b4bdc6 |
completed | March 2, 2026, 4:48 a.m. |
| PD | Predicate disambiguation | batch_69a494cd7d3c8190af008acf34a2293b |
completed | March 1, 2026, 7:34 p.m. |
Created at: March 1, 2026, 7:33 p.m.