Triple
T23155267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kanban (software development) |
E578419
|
entity |
| Predicate | documentedIn |
P309
|
FINISHED |
| Object | Kanban: Successful Evolutionary Change for Your Technology Business |
—
|
NE NERFINISHED |
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: Kanban: Successful Evolutionary Change for Your Technology Business | Statement: [Kanban (software development), documentedIn, Kanban: Successful Evolutionary Change for Your Technology Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kanban: Successful Evolutionary Change for Your Technology Business Context triple: [Kanban (software development), documentedIn, Kanban: Successful Evolutionary Change for Your Technology Business]
-
A.
Kanban (software development)
chosen
Kanban (software development) is an Agile-based workflow management method that visualizes work on a board, limits work in progress, and optimizes flow for continuous delivery and improvement.
-
B.
Scrumban
Scrumban is a hybrid agile project management framework that combines elements of Scrum and Kanban to enable flexible, continuous workflow and iterative improvement.
-
C.
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.
-
D.
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.
-
E.
Extreme Programming Explained
Extreme Programming Explained is a foundational book by Kent Beck that introduces and details the principles, practices, and philosophy of the Extreme Programming (XP) agile software development methodology.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.