Triple
T27780675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CCNA Collaboration |
E699328
|
entity |
| Predicate | prerequisiteRecommended |
P152809
|
FINISHED |
| Object | understanding of Cisco routing and switching |
—
|
LITERAL 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: understanding of Cisco routing and switching | Statement: [CCNA Collaboration, prerequisiteRecommended, understanding of Cisco routing and switching]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: prerequisiteRecommended Context triple: [CCNA Collaboration, prerequisiteRecommended, understanding of Cisco routing and switching]
-
A.
prerequisiteKnowledge
chosen
Indicates that one piece of knowledge must be acquired or understood before another can be effectively learned or applied.
-
B.
recitationRecommended
Indicates that a particular recitation session or section is recommended for an entity, such as a student or course.
-
C.
guidanceRecommended
Indicates that one entity advises or suggests that another entity receive guidance, instruction, or direction.
-
D.
admissionRecommendedFor
Indicates that one party has suggested or endorsed that another party be granted admission to a program, institution, or event.
-
E.
reservationRecommended
Indicates that making a reservation is advised or suggested for the associated entity or activity.
- F. None of above.
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_69ef6a4b5a9081909c9111396c2be3d2 |
completed | April 27, 2026, 1:53 p.m. |
| NER | Named-entity recognition | batch_69f63894e5848190aec428392562ab06 |
completed | May 2, 2026, 5:47 p.m. |
| PD | Predicate disambiguation | batch_69f6370c8c7c8190a02ea82847bb6e76 |
completed | May 2, 2026, 5:40 p.m. |
Created at: April 27, 2026, 5:09 p.m.