Triple
T868699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 21500 |
E18762
|
entity |
| Predicate | isRelatedTo |
P37
|
FINISHED |
| Object |
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.
|
E100900
|
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: PMBOK Guide | Statement: [ISO 21500, isRelatedTo, PMBOK Guide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PMBOK Guide Context triple: [ISO 21500, isRelatedTo, PMBOK Guide]
-
A.
ISO 21500
ISO 21500 is an international standard that provides high-level guidance and principles for effective project management applicable to organizations of all types and sizes.
-
B.
ISO 31000
ISO 31000 is an international standard that provides principles and guidelines for effective risk management applicable to organizations of all types and sizes.
-
C.
ISO/IEC 12207
ISO/IEC 12207 is an international standard that defines a comprehensive framework and set of processes for the life cycle management of software systems.
-
D.
Agile Software Development, Principles, Patterns, and Practices
"Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
-
E.
ISO/IEC/IEEE 29148
ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
- 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: PMBOK Guide Triple: [ISO 21500, isRelatedTo, PMBOK Guide]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PMBOK Guide Target entity description: 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.
-
A.
ISO 21500
ISO 21500 is an international standard that provides high-level guidance and principles for effective project management applicable to organizations of all types and sizes.
-
B.
ISO 31000
ISO 31000 is an international standard that provides principles and guidelines for effective risk management applicable to organizations of all types and sizes.
-
C.
ISO/IEC 12207
ISO/IEC 12207 is an international standard that defines a comprehensive framework and set of processes for the life cycle management of software systems.
-
D.
Agile Software Development, Principles, Patterns, and Practices
"Agile Software Development, Principles, Patterns, and Practices" is a foundational software engineering book by Robert C. Martin that explains agile methodologies through object-oriented design principles, design patterns, and best practices for building maintainable code.
-
E.
ISO/IEC/IEEE 29148
ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
- 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_69a4938ce8688190a24bdfef82ba7d21 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac7f98908190883f71049092c7c8 |
completed | March 1, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3c9e7ec819081d58634fe0efdcb |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a44c2d5881909d006ddf9f9ed694 |
completed | March 4, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7a4a811bc819093bd436de45afa97 |
completed | March 4, 2026, 3:19 a.m. |
Created at: March 1, 2026, 7:39 p.m.