Triple
T23155126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scrum |
E578417
|
entity |
| Predicate | hasRole |
P161
|
FINISHED |
| Object |
Scrum Master
A Scrum Master is a servant-leader and facilitator who helps a Scrum team follow Agile principles, remove impediments, and continuously improve its processes.
|
E1574266
|
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: Scrum Master | Statement: [Scrum, hasRole, Scrum Master]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scrum Master Context triple: [Scrum, hasRole, Scrum Master]
-
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.
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.
Project Leader
The Project Leader is the elected head of the Debian Project, responsible for providing overall direction, coordination, and representation for the Debian community.
-
D.
PMI Agile Certified Practitioner
PMI Agile Certified Practitioner is a professional credential that validates an individual's knowledge and experience in applying agile principles, practices, and tools in project management.
-
E.
Program Manager
Program Manager was the graphical file management and application launching interface used in early versions of Microsoft Windows before the introduction of the modern Windows Shell.
- 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: Scrum Master Triple: [Scrum, hasRole, Scrum Master]
Generated description
A Scrum Master is a servant-leader and facilitator who helps a Scrum team follow Agile principles, remove impediments, and continuously improve its processes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scrum Master Target entity description: A Scrum Master is a servant-leader and facilitator who helps a Scrum team follow Agile principles, remove impediments, and continuously improve its processes.
-
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.
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.
Project Leader
The Project Leader is the elected head of the Debian Project, responsible for providing overall direction, coordination, and representation for the Debian community.
-
D.
PMI Agile Certified Practitioner
PMI Agile Certified Practitioner is a professional credential that validates an individual's knowledge and experience in applying agile principles, practices, and tools in project management.
-
E.
Program Manager
Program Manager was the graphical file management and application launching interface used in early versions of Microsoft Windows before the introduction of the modern Windows Shell.
- 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efca1f081908ff1c34ba25f40c3 |
completed | April 29, 2026, 4:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c309c3da48190b07c64b10fda58ff |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c31dd458c8190b8e98870dd5e19c5 |
completed | May 19, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c325f5c248190b35e2c88b384ac31 |
completed | May 19, 2026, 9:50 a.m. |
Created at: April 17, 2026, 4:01 p.m.