Triple
T23155519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken Schwaber |
E578425
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Scrum framework |
—
|
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: Scrum framework | Statement: [Ken Schwaber, knownFor, Scrum framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scrum framework Context triple: [Ken Schwaber, knownFor, Scrum framework]
-
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.
Enterprise Scrum framework
The Enterprise Scrum framework is an agile management approach created by Mike Beedle that extends Scrum principles beyond software development to coordinate and scale work across entire organizations.
-
C.
Scrum Guide
The Scrum Guide is the official, concise rulebook that defines the framework, roles, events, and artifacts of Scrum for agile product development.
-
D.
Scrum.org
Scrum.org is a professional organization that provides Scrum training, certification, and resources to help individuals and teams apply Agile practices effectively.
-
E.
Agile project management
Agile project management is an iterative, flexible approach to planning and executing work that emphasizes collaboration, customer feedback, and rapid adaptation to change.
- 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.