Triple

T27714075
Position Surface form Disambiguated ID Type / Status
Subject Cisco DevNet E698769 entity
Predicate offersCertificationTrack P63097 FINISHED
Object Cisco Certified DevNet Associate
Cisco Certified DevNet Associate is an entry-level Cisco certification that validates foundational skills in developing, automating, and managing applications and networks using Cisco platforms and APIs.
 E1785069 NE FINISHED

How this triple was built (3 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 Associate | Statement: [Cisco DevNet, offersCertificationTrack, Cisco Certified DevNet Associate]
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 Associate
Triple: [Cisco DevNet, offersCertificationTrack, Cisco Certified DevNet Associate]
Generated description
Cisco Certified DevNet Associate is an entry-level Cisco certification that validates foundational skills in developing, automating, and managing applications and networks using Cisco platforms and APIs.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: offersCertificationTrack
Context triple: [Cisco DevNet, offersCertificationTrack, Cisco Certified DevNet Associate]
  • A. offersCertificationPreparationFor
    Indicates that an entity provides training or resources specifically designed to prepare individuals for obtaining a particular certification.
  • B. courseCertification
    Indicates that an entity has been formally certified as having successfully completed a particular course.
  • C. offersCertificationLevel
    Indicates that an entity provides or makes available a specific level or tier of certification.
  • D. certificationProgramOf
    Indicates that one entity is a certification program that is offered, managed, or owned by another entity.
  • E. includesCertification chosen
    Indicates that one entity contains, lists, or encompasses a specified certification as part of its attributes or offerings.
  • F. None of above.

Provenance (6 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_69ef590f655c81909f93893b3b3219b2 completed April 27, 2026, 12:39 p.m.
NER Named-entity recognition batch_69f75dc25fa08190b371faf36d9fb72c completed May 3, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a12e46395e48190bcf054f958449f0c completed May 24, 2026, 11:43 a.m.
NEDg Description generation batch_6a12e528463c819087d479b960e660d2 completed May 24, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_6a12e58a24a08190baec56a49e9f24e8 completed May 24, 2026, 11:48 a.m.
PD Predicate disambiguation batch_69f758586534819083e91172f4bf5098 completed May 3, 2026, 2:14 p.m.
Created at: April 27, 2026, 3:03 p.m.