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.