Triple

T7836330
Position Surface form Disambiguated ID Type / Status
Subject CCNP DevNet Professional E181697 entity
Predicate relatedTo P37 FINISHED
Object Cisco Certified DevNet Expert
Cisco Certified DevNet Expert is Cisco’s highest-level DevNet certification, validating expert skills in designing, automating, and programming complex network solutions using Cisco platforms and APIs.
E699330 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 DevNet Expert | Statement: [CCNP DevNet Professional, relatedTo, Cisco Certified DevNet Expert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cisco Certified DevNet Expert
Context triple: [CCNP DevNet Professional, relatedTo, Cisco Certified DevNet Expert]
  • A. CCNP DevNet Professional
    CCNP DevNet Professional is a Cisco professional-level certification focused on software development, automation, and programmability for Cisco platforms and network environments.
  • B. Cisco Certified Network Professional
    Cisco Certified Network Professional is an advanced-level IT certification that validates a professional’s ability to plan, implement, verify, and troubleshoot local and wide-area enterprise networks.
  • C. Cisco Certified Internetwork Expert
    Cisco Certified Internetwork Expert (CCIE) is an expert-level networking certification that validates advanced skills in designing, implementing, and troubleshooting complex enterprise network infrastructures.
  • D. CCNP Data Center
    CCNP Data Center is a professional-level Cisco certification that validates advanced skills in designing, implementing, and managing modern data center infrastructure and technologies.
  • E. 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.
  • 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 DevNet Expert
Triple: [CCNP DevNet Professional, relatedTo, Cisco Certified DevNet Expert]
Generated description
Cisco Certified DevNet Expert is Cisco’s highest-level DevNet certification, validating expert skills in designing, automating, and programming complex network solutions using Cisco platforms and APIs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cisco Certified DevNet Expert
Target entity description: Cisco Certified DevNet Expert is Cisco’s highest-level DevNet certification, validating expert skills in designing, automating, and programming complex network solutions using Cisco platforms and APIs.
  • A. CCNP DevNet Professional
    CCNP DevNet Professional is a Cisco professional-level certification focused on software development, automation, and programmability for Cisco platforms and network environments.
  • B. Cisco Certified Network Professional
    Cisco Certified Network Professional is an advanced-level IT certification that validates a professional’s ability to plan, implement, verify, and troubleshoot local and wide-area enterprise networks.
  • C. Cisco Certified Internetwork Expert
    Cisco Certified Internetwork Expert (CCIE) is an expert-level networking certification that validates advanced skills in designing, implementing, and troubleshooting complex enterprise network infrastructures.
  • D. Cisco DevNet
    Cisco DevNet is Cisco’s developer program and community that provides tools, APIs, learning resources, and certifications for building and automating network and IT solutions on Cisco platforms.
  • E. CCNP Data Center
    CCNP Data Center is a professional-level Cisco certification that validates advanced skills in designing, implementing, and managing modern data center infrastructure and technologies.
  • 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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb064cb7e081909e88419863d94dfe completed March 30, 2026, 11:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb5aad325c8190bced57e8380bc729 completed March 31, 2026, 5:25 a.m.
NEDg Description generation batch_69cb762ce6208190a24438e26ae83785 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb615dc248190b57b4fc7c430517f completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 4:46 p.m.