Triple

T1503896
Position Surface form Disambiguated ID Type / Status
Subject Cisco Certified Network Associate E33855 entity
Predicate vendorSpecificTo P29440 FINISHED
Object Cisco technologies
Cisco technologies is a leading global provider of networking hardware, software, and services that power and secure modern internet and enterprise communications.
E5543 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: Cisco technologies | Statement: [Cisco Certified Network Associate, vendorSpecificTo, Cisco technologies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cisco technologies
Context triple: [Cisco Certified Network Associate, vendorSpecificTo, Cisco technologies]
  • A. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • B. Cisco Nexus switches
    Cisco Nexus switches are a family of high-performance, data center–class network switches designed by Cisco Systems for scalable, low-latency, and highly virtualized environments.
  • C. Cisco IOS
    Cisco IOS is Cisco Systems’ proprietary network operating system that powers many of its routers and switches, providing core routing, switching, and network services.
  • D. Cisco UCS
    Cisco UCS (Unified Computing System) is Cisco’s integrated data center platform that combines computing, networking, and storage resources into a unified, centrally managed architecture for enterprise and cloud environments.
  • E. Juniper Networks
    Juniper Networks is a multinational networking and cybersecurity company known for its high-performance routers, switches, and related infrastructure solutions for service providers and enterprises.
  • 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 technologies
Triple: [Cisco Certified Network Associate, vendorSpecificTo, Cisco technologies]
Generated description
Cisco technologies is a leading global provider of networking hardware, software, and services that power and secure modern internet and enterprise communications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cisco technologies
Target entity description: Cisco technologies is a leading global provider of networking hardware, software, and services that power and secure modern internet and enterprise communications.
  • A. Cisco Systems chosen
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • B. Cisco Nexus switches
    Cisco Nexus switches are a family of high-performance, data center–class network switches designed by Cisco Systems for scalable, low-latency, and highly virtualized environments.
  • C. Cisco IOS
    Cisco IOS is Cisco Systems’ proprietary network operating system that powers many of its routers and switches, providing core routing, switching, and network services.
  • D. Cisco UCS
    Cisco UCS (Unified Computing System) is Cisco’s integrated data center platform that combines computing, networking, and storage resources into a unified, centrally managed architecture for enterprise and cloud environments.
  • E. Juniper Networks
    Juniper Networks is a multinational networking and cybersecurity company known for its high-performance routers, switches, and related infrastructure solutions for service providers and enterprises.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: vendorSpecificTo
Context triple: [Cisco Certified Network Associate, vendorSpecificTo, Cisco technologies]
  • A. majorVendor
    Indicates that one entity serves as a primary or leading supplier of goods or services to another entity.
  • B. architectureVendor
    Indicates that one entity serves as the provider or supplier of architectural services, solutions, or products to another entity.
  • C. manufacturerType
    Indicates the classification or category of a manufacturer based on its role, characteristics, or production type.
  • D. manufacturedBy
    Indicates that an item or product is produced or created by a specific manufacturer or maker.
  • E. hardwareUsedBy
    Indicates that a piece of hardware is utilized or operated by a particular entity (such as a person, system, or organization).
  • F. None of above. chosen

Provenance (7 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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90584b8b881908e112c7e59163812 completed March 5, 2026, 4:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cb578e4819082d254462e10e4f0 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad1d34656481909949b4bfd83c6142 completed March 8, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad1dd7b34c8190b6957be2112506dd completed March 8, 2026, 6:57 a.m.
PD Predicate disambiguation batch_69a88727ce48819089b482cdc25453d1 completed March 4, 2026, 7:25 p.m.
PDg Predicate description generation batch_69a90582f2548190bc0a6bdcd6d9d015 completed March 5, 2026, 4:24 a.m.
Created at: March 4, 2026, 7:24 p.m.