Triple

T261188
Position Surface form Disambiguated ID Type / Status
Subject Cisco Systems E5543 entity
Predicate offersProgram P178 FINISHED
Object Cisco Certified Network Associate
Cisco Certified Network Associate (CCNA) is an entry-level IT certification that validates foundational skills in networking, IP connectivity, security, and related technologies for Cisco-based and general network environments.
 E33855 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: Cisco Certified Network Associate | Statement: [Cisco Systems, offersProgram, Cisco Certified Network Associate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cisco Certified Network Associate
Context triple: [Cisco Systems, offersProgram, Cisco Certified Network Associate]
  • A. Certified Software Development Professional
    Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
  • B. 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.
  • C. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • D. Series 65 exam
    The Series 65 exam is a U.S. securities licensing test that individuals must pass to qualify as investment adviser representatives authorized to provide investment advice for a fee.
  • E. U.S. Army Cyber School
    The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
  • 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: Cisco Certified Network Associate
Triple: [Cisco Systems, offersProgram, Cisco Certified Network Associate]
Generated description
Cisco Certified Network Associate (CCNA) is an entry-level IT certification that validates foundational skills in networking, IP connectivity, security, and related technologies for Cisco-based and general network environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cisco Certified Network Associate
Target entity description: Cisco Certified Network Associate (CCNA) is an entry-level IT certification that validates foundational skills in networking, IP connectivity, security, and related technologies for Cisco-based and general network environments.
  • A. Certified Software Development Professional
    Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
  • B. 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.
  • C. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • D. Series 65 exam
    The Series 65 exam is a U.S. securities licensing test that individuals must pass to qualify as investment adviser representatives authorized to provide investment advice for a fee.
  • E. U.S. Army Cyber School
    The U.S. Army Cyber School is the Army’s primary institution for training and educating soldiers in cyber operations, electronic warfare, and information dominance.
  • F. None of above. chosen

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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d7428dc8190ae12b12a21fcc6cb completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a383773dc481908aeb9eaa09f8467f completed March 1, 2026, 12:08 a.m.
NEDg Description generation batch_69a383fa4f648190b859e0ae0a997f10 completed March 1, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69a384a01f1c8190bca17608d97413c2 completed March 1, 2026, 12:13 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.