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.