Triple
T7836329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CCNP DevNet Professional |
E181697
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Cisco DevNet Associate |
E698769
|
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 DevNet Associate | Statement: [CCNP DevNet Professional, relatedTo, Cisco DevNet Associate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cisco DevNet Associate Context triple: [CCNP DevNet Professional, relatedTo, Cisco DevNet Associate]
-
A.
Cisco Certified DevNet Expert
Cisco Certified DevNet Expert is Cisco’s highest-level DevNet certification, validating expert skills in designing, automating, and programming complex network solutions using Cisco platforms and APIs.
-
B.
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.
-
C.
Cisco DevNet
chosen
Cisco DevNet is Cisco’s developer program and community that provides tools, APIs, learning resources, and certifications for building and automating network and IT solutions on Cisco platforms.
-
D.
Cisco Certified Network Associate
Cisco Certified Network Associate (CCNA) is an entry-level IT certification that validates foundational skills in networking, IP connectivity, security, and related technologies for Cisco-based and general network environments.
-
E.
Cisco Networking Academy
Cisco Networking Academy is a global IT and cybersecurity education program that provides training and certifications in networking and related technologies through schools, colleges, and online platforms.
- 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_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_69cbdef9afbc8190bf5c8f3cf37221b6 |
completed | March 31, 2026, 2:49 p.m. |
Created at: March 30, 2026, 4:46 p.m.