Triple
T7836372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CCNP Voice |
E181698
|
entity |
| Predicate | examRequirement |
P31888
|
FINISHED |
| Object |
642-437 CVOICE
642-437 CVOICE was a Cisco certification exam focused on implementing and troubleshooting Cisco voice over IP (VoIP) and unified communications solutions.
|
E181698
|
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: 642-437 CVOICE | Statement: [CCNP Voice, examRequirement, 642-437 CVOICE]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 642-437 CVOICE Context triple: [CCNP Voice, examRequirement, 642-437 CVOICE]
-
A.
CCNP Voice
CCNP Voice was a Cisco professional-level certification focused on designing, implementing, and troubleshooting enterprise voice and unified communications solutions.
-
B.
CCIE Collaboration
CCIE Collaboration is an expert-level Cisco certification that validates advanced skills in designing, implementing, and troubleshooting complex collaboration and unified communications solutions.
-
C.
CCNP Collaboration
CCNP Collaboration is a professional-level Cisco certification focused on designing, implementing, and troubleshooting advanced collaboration and unified communications solutions in enterprise networks.
-
D.
Cisco Unified Communications Manager
Cisco Unified Communications Manager is Cisco’s enterprise call-control and IP telephony platform that provides centralized voice, video, messaging, and mobility services across an organization’s unified communications environment.
-
E.
H.323
H.323 is an ITU-T standard that defines protocols for voice, video, and data communication over packet-based networks such as IP.
- 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: 642-437 CVOICE Triple: [CCNP Voice, examRequirement, 642-437 CVOICE]
Generated description
642-437 CVOICE was a Cisco certification exam focused on implementing and troubleshooting Cisco voice over IP (VoIP) and unified communications solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 642-437 CVOICE Target entity description: 642-437 CVOICE was a Cisco certification exam focused on implementing and troubleshooting Cisco voice over IP (VoIP) and unified communications solutions.
-
A.
CCNP Voice
chosen
CCNP Voice was a Cisco professional-level certification focused on designing, implementing, and troubleshooting enterprise voice and unified communications solutions.
-
B.
CCIE Collaboration
CCIE Collaboration is an expert-level Cisco certification that validates advanced skills in designing, implementing, and troubleshooting complex collaboration and unified communications solutions.
-
C.
CCNP Collaboration
CCNP Collaboration is a professional-level Cisco certification focused on designing, implementing, and troubleshooting advanced collaboration and unified communications solutions in enterprise networks.
-
D.
Cisco Unified Communications Manager
Cisco Unified Communications Manager is Cisco’s enterprise call-control and IP telephony platform that provides centralized voice, video, messaging, and mobility services across an organization’s unified communications environment.
-
E.
H.323
H.323 is an ITU-T standard that defines protocols for voice, video, and data communication over packet-based networks such as IP.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: examRequirement Context triple: [CCNP Voice, examRequirement, 642-437 CVOICE]
-
A.
evaluationRequirement
chosen
Indicates that one entity imposes or specifies conditions under which another entity must be assessed, tested, or evaluated.
-
B.
appointmentRequirement
Indicates that a particular action, service, or interaction can only occur if an appointment has been scheduled or a specified appointment condition is met.
-
C.
writtenExamRequiredBefore
Indicates that completing a written exam is a prerequisite that must occur before another specified action or event.
-
D.
requiresEducationIn
Indicates that one entity necessitates that another entity possess education or formal training in a specified field or discipline.
-
E.
establishedRequirement
Indicates that one entity has formally set or defined a requirement that another entity is expected to satisfy or comply with.
- F. None of above.
Provenance (6 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_69cb5aad325c8190bced57e8380bc729 |
completed | March 31, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69cb762dd8348190bf74be4e7f5df1e7 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb24068908190977b266366e5ceea |
completed | March 31, 2026, 11:38 a.m. |
| PD | Predicate disambiguation | batch_69cae91e98988190abd4ece75932c589 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:46 p.m.