Triple

T12965029
Position Surface form Disambiguated ID Type / Status
Subject Cambridge Assessment English E321238 entity
Predicate offers P178 FINISHED
Object Cambridge English Qualifications
Cambridge English Qualifications are internationally recognized English language exams and certifications that assess learners’ proficiency for study, work, and migration purposes.
 E321238 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: Cambridge English Qualifications | Statement: [Cambridge Assessment English, offers, Cambridge English Qualifications]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cambridge English Qualifications
Context triple: [Cambridge Assessment English, offers, Cambridge English Qualifications]
  • A. Cambridge Assessment English
    Cambridge Assessment English is a department of the University of Cambridge that designs and administers internationally recognized English language proficiency exams and qualifications.
  • B. Cambridge Assessment International Education
    Cambridge Assessment International Education is a leading UK-based provider of internationally recognized school curricula and qualifications, including IGCSEs and A Levels, offered by schools worldwide.
  • C. IELTS
    IELTS is an internationally recognized English language proficiency test widely used for study, migration, and work purposes around the world.
  • D. International General Certificate of Secondary Education
    The International General Certificate of Secondary Education (IGCSE) is a globally recognized secondary school qualification, typically taken by students around ages 14–16, that prepares them for further academic study such as A Levels or equivalent programs.
  • E. FCE
    FCE is the common abbreviation for FC Edmonton, a professional soccer club based in Edmonton, Alberta, Canada.
  • 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: Cambridge English Qualifications
Triple: [Cambridge Assessment English, offers, Cambridge English Qualifications]
Generated description
Cambridge English Qualifications are internationally recognized English language exams and certifications that assess learners’ proficiency for study, work, and migration purposes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cambridge English Qualifications
Target entity description: Cambridge English Qualifications are internationally recognized English language exams and certifications that assess learners’ proficiency for study, work, and migration purposes.
  • A. Cambridge Assessment English chosen
    Cambridge Assessment English is a department of the University of Cambridge that designs and administers internationally recognized English language proficiency exams and qualifications.
  • B. Cambridge Assessment International Education
    Cambridge Assessment International Education is a leading UK-based provider of internationally recognized school curricula and qualifications, including IGCSEs and A Levels, offered by schools worldwide.
  • C. IELTS
    IELTS is an internationally recognized English language proficiency test widely used for study, migration, and work purposes around the world.
  • D. International General Certificate of Secondary Education
    The International General Certificate of Secondary Education (IGCSE) is a globally recognized secondary school qualification, typically taken by students around ages 14–16, that prepares them for further academic study such as A Levels or equivalent programs.
  • E. FCE
    FCE is the common abbreviation for FC Edmonton, a professional soccer club based in Edmonton, Alberta, Canada.
  • 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_69d80763bd6c819094437da5b20b01d2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e30b7e88190ac07c91147b62d16 completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8e227948190a2d08db97b4e41aa completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6b9db8164819086a3a27692d681d5 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:27 p.m.