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.