Triple
T7428532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duo Beyond |
E171426
|
entity |
| Predicate | vendor |
P1951
|
FINISHED |
| Object | Cisco Duo |
E33853
|
NE FINISHED |
How this triple was built (2 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 Duo | Statement: [Duo Beyond, vendor, Cisco Duo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cisco Duo Context triple: [Duo Beyond, vendor, Cisco Duo]
-
A.
Cisco Meraki
Cisco Meraki is a cloud-managed IT platform that provides centralized management for wireless, switching, security, and other network devices.
-
B.
Duo Security
chosen
Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
-
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 ACI
Cisco ACI is Cisco’s software-defined networking (SDN) solution that provides centralized, policy-based automation and management for data center networks.
-
E.
Cisco Catalyst switches
Cisco Catalyst switches are a family of enterprise-grade network switches from Cisco Systems designed for high-performance, secure, and scalable campus and data center networking.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f306bfe481909f99f6792de95ffc |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81f0e28e88190805108dff740dda3 |
completed | March 28, 2026, 6:33 p.m. |
Created at: March 27, 2026, 3:12 p.m.