Triple
T23155157
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scrum |
E578417
|
entity |
| Predicate | ScrumGuideAuthors |
P16029
|
FINISHED |
| Object | Ken Schwaber |
—
|
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: Ken Schwaber | Statement: [Scrum, ScrumGuideAuthors, Ken Schwaber]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ken Schwaber Context triple: [Scrum, ScrumGuideAuthors, Ken Schwaber]
-
A.
Ken Schwaber
chosen
Ken Schwaber is a software development expert best known as a co-creator of Scrum and a key figure in the Agile software movement.
-
B.
Alistair Cockburn
Alistair Cockburn is a software development expert and one of the original signatories of the Agile Manifesto, known for his work on agile methodologies and use-case driven development.
-
C.
Ron Jeffries
Ron Jeffries is a prominent software developer and consultant best known as one of the original creators of Extreme Programming (XP) and an influential advocate of agile software development practices.
-
D.
Martin Fowler
Martin Fowler is a prominent software engineer and author known for his influential work on software design, refactoring, and agile methodologies.
-
E.
Martin Fowler
Martin Fowler is a fictional character from the long-running British soap opera "EastEnders," known as a member of the Beale family in the series.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ScrumGuideAuthors Context triple: [Scrum, ScrumGuideAuthors, Ken Schwaber]
-
A.
collaborationLedBy
Indicates that a collaborative effort or project is directed, coordinated, or overseen by a specific leading entity.
-
B.
contributors
chosen
Indicates that one or more entities have provided work, resources, or input toward the creation, development, or maintenance of another entity.
-
C.
eligibleAuthors
Indicates that certain authors meet the required conditions or criteria to qualify for a specified role, status, or action.
-
D.
targetAuthors
Indicates that certain authors are the intended or designated recipients, subjects, or focus of an action or operation.
-
E.
coWinnerAuthor
Indicates that two or more authors are joint winners of the same award or prize.
- F. None of above.
Provenance (3 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. |
| PD | Predicate disambiguation | batch_69ef89ff76808190808ee4ad9dea776b |
completed | April 27, 2026, 4:08 p.m. |
Created at: April 17, 2026, 4:01 p.m.