Triple
T23155156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scrum |
E578417
|
entity |
| Predicate | hasGuide |
P53453
|
FINISHED |
| Object | Scrum Guide |
—
|
NE NERFINISHED |
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: Scrum Guide | Statement: [Scrum, hasGuide, Scrum Guide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scrum Guide Context triple: [Scrum, hasGuide, Scrum Guide]
-
A.
Scrum
Scrum is an agile project management framework that organizes work into iterative sprints with defined roles, events, and artifacts to help teams deliver value incrementally.
-
B.
Agile Manifesto
The Agile Manifesto is a foundational document in software development that outlines core values and principles favoring collaboration, adaptability, and customer-focused iterative delivery over rigid processes and extensive documentation.
-
C.
Scrumban
Scrumban is a hybrid agile project management framework that combines elements of Scrum and Kanban to enable flexible, continuous workflow and iterative improvement.
-
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.
Clean Agile: Back to Basics
Clean Agile: Back to Basics is a book by Robert C. Martin that revisits and clarifies the core principles and practices of Agile software development.
- 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: Scrum Guide Target entity description: The Scrum Guide is the official, authoritative document that defines the rules, roles, events, and artifacts of the Scrum framework for agile product development.
-
A.
Scrum
chosen
Scrum is an agile project management framework that organizes work into iterative sprints with defined roles, events, and artifacts to help teams deliver value incrementally.
-
B.
Agile Manifesto
The Agile Manifesto is a foundational document in software development that outlines core values and principles favoring collaboration, adaptability, and customer-focused iterative delivery over rigid processes and extensive documentation.
-
C.
Scrumban
Scrumban is a hybrid agile project management framework that combines elements of Scrum and Kanban to enable flexible, continuous workflow and iterative improvement.
-
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.
Clean Agile: Back to Basics
Clean Agile: Back to Basics is a book by Robert C. Martin that revisits and clarifies the core principles and practices of Agile software development.
- F. None of above.
Provenance (2 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efca1f081908ff1c34ba25f40c3 |
completed | April 29, 2026, 4:54 a.m. |
Created at: April 17, 2026, 4:01 p.m.