Triple

T7836228
Position Surface form Disambiguated ID Type / Status
Subject CCNP Collaboration E181695 entity
Predicate aboveCertification P59736 FINISHED
Object CCNA Collaboration
CCNA Collaboration is an entry-level Cisco certification that validates foundational skills in voice, video, and collaboration technologies within Cisco networking environments.
E699328 NE FINISHED

How this triple was built (5 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: CCNA Collaboration | Statement: [CCNP Collaboration, aboveCertification, CCNA Collaboration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CCNA Collaboration
Context triple: [CCNP Collaboration, aboveCertification, CCNA Collaboration]
  • A. CCNP Collaboration
    CCNP Collaboration is a professional-level Cisco certification focused on designing, implementing, and troubleshooting advanced collaboration and unified communications solutions in enterprise networks.
  • B. CCIE Collaboration
    CCIE Collaboration is an expert-level Cisco certification that validates advanced skills in designing, implementing, and troubleshooting complex collaboration and unified communications solutions.
  • C. CCNP Voice
    CCNP Voice was a Cisco professional-level certification focused on designing, implementing, and troubleshooting enterprise voice and unified communications solutions.
  • D. CCIP
    CCIP is the Paris Chamber of Commerce and Industry, a public institution that supports and represents businesses in the Paris region through services, training, and economic development initiatives.
  • E. 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.
  • 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: CCNA Collaboration
Triple: [CCNP Collaboration, aboveCertification, CCNA Collaboration]
Generated description
CCNA Collaboration is an entry-level Cisco certification that validates foundational skills in voice, video, and collaboration technologies within Cisco networking environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CCNA Collaboration
Target entity description: CCNA Collaboration is an entry-level Cisco certification that validates foundational skills in voice, video, and collaboration technologies within Cisco networking environments.
  • A. CCNP Collaboration
    CCNP Collaboration is a professional-level Cisco certification focused on designing, implementing, and troubleshooting advanced collaboration and unified communications solutions in enterprise networks.
  • B. CCIE Collaboration
    CCIE Collaboration is an expert-level Cisco certification that validates advanced skills in designing, implementing, and troubleshooting complex collaboration and unified communications solutions.
  • C. CCNP Voice
    CCNP Voice was a Cisco professional-level certification focused on designing, implementing, and troubleshooting enterprise voice and unified communications solutions.
  • D. CCIP
    CCIP is the Paris Chamber of Commerce and Industry, a public institution that supports and represents businesses in the Paris region through services, training, and economic development initiatives.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: aboveCertification
Context triple: [CCNP Collaboration, aboveCertification, CCNA Collaboration]
  • A. typeOfCertification
    Indicates the specific kind or category of certification associated with an entity.
  • B. includesCertification
    Indicates that one entity contains, lists, or encompasses a specified certification as part of its attributes or offerings.
  • C. certificationLevel chosen
    Indicates the specific rank or degree of formal qualification or authorization that an entity has achieved within a defined certification system.
  • D. certificationBy
    Indicates that one entity formally attests to, approves, or validates the qualifications, standards, or authenticity of another entity.
  • E. requiresCertification
    Indicates that one entity can only be performed, accessed, or considered valid if another entity has an appropriate certification.
  • 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_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.
PD Predicate disambiguation batch_69cae91e98988190abd4ece75932c589 completed March 30, 2026, 9:20 p.m.
Created at: March 30, 2026, 4:46 p.m.