Triple
T4617434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PMBOK Guide |
E100900
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Project Management Professional certification
The Project Management Professional (PMP) certification is a globally recognized credential that validates an individual's advanced knowledge and experience in leading and directing projects.
|
E459010
|
NE FINISHED |
How this triple was built (4 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: Project Management Professional certification | Statement: [PMBOK Guide, associatedWith, Project Management Professional certification]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Project Management Professional certification Context triple: [PMBOK Guide, associatedWith, Project Management Professional certification]
-
A.
Certified Software Development Professional
Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
-
B.
PMBOK Guide
The PMBOK Guide is a globally recognized standard and reference manual published by the Project Management Institute that outlines best practices, processes, and terminology for professional project management.
-
C.
ISO Technical Committee on project, programme and portfolio management
The ISO Technical Committee on project, programme and portfolio management is the international standards body within ISO responsible for developing globally recognized guidance and requirements for managing projects, programmes and portfolios.
-
D.
Certified Analytics Professional
Certified Analytics Professional is a globally recognized, vendor-neutral credential that validates an individual's advanced expertise in applying analytics to solve real-world business problems.
-
E.
LEED professional credentials
LEED professional credentials are industry-recognized qualifications that certify an individual’s expertise in green building design, construction, and operations according to LEED standards.
- 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: Project Management Professional certification Triple: [PMBOK Guide, associatedWith, Project Management Professional certification]
Generated description
The Project Management Professional (PMP) certification is a globally recognized credential that validates an individual's advanced knowledge and experience in leading and directing projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Project Management Professional certification Target entity description: The Project Management Professional (PMP) certification is a globally recognized credential that validates an individual's advanced knowledge and experience in leading and directing projects.
-
A.
Certified Software Development Professional
Certified Software Development Professional is an advanced, internationally recognized credential that validates a software engineer’s mastery of professional software development practices, principles, and ethics.
-
B.
PMBOK Guide
The PMBOK Guide is a globally recognized standard and reference manual published by the Project Management Institute that outlines best practices, processes, and terminology for professional project management.
-
C.
ISO Technical Committee on project, programme and portfolio management
The ISO Technical Committee on project, programme and portfolio management is the international standards body within ISO responsible for developing globally recognized guidance and requirements for managing projects, programmes and portfolios.
-
D.
Certified Analytics Professional
Certified Analytics Professional is a globally recognized, vendor-neutral credential that validates an individual's advanced expertise in applying analytics to solve real-world business problems.
-
E.
LEED professional credentials
LEED professional credentials are industry-recognized qualifications that certify an individual’s expertise in green building design, construction, and operations according to LEED standards.
- F. None of above. chosen
Provenance (5 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_69bd43cf363c819087fd5ab441b4a3f4 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd59e098c08190b769e76937dff700 |
completed | March 20, 2026, 2:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfa916f4c8190a53bb37ff46ed0b5 |
completed | March 21, 2026, 1:55 a.m. |
| NEDg | Description generation | batch_69bdfb5502c48190b7679941b83e6e0c |
completed | March 21, 2026, 1:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdff53680c8190a62aace0f0c9f3b3 |
completed | March 21, 2026, 2:15 a.m. |
Created at: March 20, 2026, 1:12 p.m.