Triple
T17366752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Information and Communications Technology Technician |
E422204
|
entity |
| Predicate | mayRequireCertification |
P127209
|
FINISHED |
| Object | CompTIA Network+ |
—
|
NE ONNED1 |
How this triple was built (3 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: CompTIA Network+ | Statement: [Information and Communications Technology Technician, mayRequireCertification, CompTIA Network+]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CompTIA Network+ Context triple: [Information and Communications Technology Technician, mayRequireCertification, CompTIA Network+]
-
A.
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.
-
B.
Cisco Certified Network Professional
Cisco Certified Network Professional is an advanced-level IT certification that validates a professional’s ability to plan, implement, verify, and troubleshoot local and wide-area enterprise networks.
-
C.
The Cisco Special
The Cisco Special is a folk music album by American singer and guitarist Cisco Houston, showcasing his interpretations of traditional and contemporary songs.
-
D.
Cisco Certified Internetwork Expert
Cisco Certified Internetwork Expert (CCIE) is an expert-level networking certification that validates advanced skills in designing, implementing, and troubleshooting complex enterprise network infrastructures.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CompTIA Network+ Target entity description: CompTIA Network+ is a widely recognized professional certification that validates foundational skills in designing, configuring, managing, and troubleshooting wired and wireless computer networks.
-
A.
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.
-
B.
Cisco Certified Network Professional
Cisco Certified Network Professional is an advanced-level IT certification that validates a professional’s ability to plan, implement, verify, and troubleshoot local and wide-area enterprise networks.
-
C.
The Cisco Special
The Cisco Special is a folk music album by American singer and guitarist Cisco Houston, showcasing his interpretations of traditional and contemporary songs.
-
D.
Cisco Certified Internetwork Expert
Cisco Certified Internetwork Expert (CCIE) is an expert-level networking certification that validates advanced skills in designing, implementing, and troubleshooting complex enterprise network infrastructures.
-
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. chosen
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_69d889d6535c81908be333c01deaec4e |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a50c9ec8190b518fdf80808af53 |
completed | April 19, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019564d2c0819095337b6e769d9ff5 |
in_progress | May 11, 2026, 8:37 a.m. |
Created at: April 10, 2026, 5:44 a.m.