Triple

T1503356
Position Surface form Disambiguated ID Type / Status
Subject Cisco IOS E33845 entity
Predicate operatesOn P23 FINISHED
Object Cisco switches
Cisco switches are network devices produced by Cisco Systems that connect and manage traffic between multiple devices within local and wide area networks, offering advanced features for performance, security, and scalability.
E34166 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 switches | Statement: [Cisco IOS, operatesOn, Cisco switches]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cisco switches
Context triple: [Cisco IOS, operatesOn, Cisco switches]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • E. HPE (via switches and adapters)
    HPE (via switches and adapters) is a leading enterprise technology provider that supplies InfiniBand-based networking hardware to support high-performance computing and data center 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 switches
Triple: [Cisco IOS, operatesOn, Cisco switches]
Generated description
Cisco switches are network devices produced by Cisco Systems that connect and manage traffic between multiple devices within local and wide area networks, offering advanced features for performance, security, and scalability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cisco switches
Target entity description: Cisco switches are network devices produced by Cisco Systems that connect and manage traffic between multiple devices within local and wide area networks, offering advanced features for performance, security, and scalability.
  • A. Cisco Nexus switches chosen
    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.
  • B. 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.
  • C. 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.
  • D. Cisco Systems
    Cisco Systems is a multinational technology conglomerate best known for designing and selling networking hardware, software, and telecommunications equipment used worldwide.
  • E. HPE (via switches and adapters)
    HPE (via switches and adapters) is a leading enterprise technology provider that supplies InfiniBand-based networking hardware to support high-performance computing and data center environments.
  • F. None of above.

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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a8872fae4c81908e7d6961e6c5fa96 completed March 4, 2026, 7:25 p.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.
Created at: March 4, 2026, 7:24 p.m.