Triple

T1503880
Position Surface form Disambiguated ID Type / Status
Subject Cisco Certified Network Associate E33855 entity
Predicate examProvider P12353 FINISHED
Object Pearson VUE
Pearson VUE is a global computer-based testing company that delivers professional certification and licensure exams for numerous organizations across industries, including IT, healthcare, and finance.
E32445 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: Pearson VUE | Statement: [Cisco Certified Network Associate, examProvider, Pearson VUE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pearson VUE
Context triple: [Cisco Certified Network Associate, examProvider, Pearson VUE]
  • A. NCEES-approved Pearson VUE test centers
    NCEES-approved Pearson VUE test centers are authorized examination facilities where candidates take computer-based engineering licensure exams such as the FE.
  • B. American College Testing
    American College Testing (ACT) is a standardized college admissions exam in the United States that assesses high school students' readiness for postsecondary education.
  • C. Becker Professional Education
    Becker Professional Education is a leading provider of professional exam preparation and continuing education programs, best known for its CPA exam review courses.
  • D. Pearson
    Pearson is a major British multinational publishing and education company known for its textbooks, assessments, and digital learning solutions worldwide.
  • E. Praxis tests
    Praxis tests are standardized exams used primarily in the United States to assess the academic skills and subject-specific knowledge of individuals seeking teacher certification.
  • 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: Pearson VUE
Triple: [Cisco Certified Network Associate, examProvider, Pearson VUE]
Generated description
Pearson VUE is a global computer-based testing company that delivers professional certification and licensure exams for numerous organizations across industries, including IT, healthcare, and finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pearson VUE
Target entity description: Pearson VUE is a global computer-based testing company that delivers professional certification and licensure exams for numerous organizations across industries, including IT, healthcare, and finance.
  • A. NCEES-approved Pearson VUE test centers
    NCEES-approved Pearson VUE test centers are authorized examination facilities where candidates take computer-based engineering licensure exams such as the FE.
  • B. American College Testing
    American College Testing (ACT) is a standardized college admissions exam in the United States that assesses high school students' readiness for postsecondary education.
  • C. Becker Professional Education
    Becker Professional Education is a leading provider of professional exam preparation and continuing education programs, best known for its CPA exam review courses.
  • D. Pearson chosen
    Pearson is a major British multinational publishing and education company known for its textbooks, assessments, and digital learning solutions worldwide.
  • E. Praxis tests
    Praxis tests are standardized exams used primarily in the United States to assess the academic skills and subject-specific knowledge of individuals seeking teacher certification.
  • 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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a88731a8f081908b8facef7b602c02 completed March 4, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cb578e4819082d254462e10e4f0 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d34656481909949b4bfd83c6142 completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1dd7b34c8190b6957be2112506dd completed March 8, 2026, 6:57 a.m.
Created at: March 4, 2026, 7:24 p.m.