Triple
T23155534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken Schwaber |
E578425
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Scrum Alliance
Scrum Alliance is a leading global nonprofit organization that promotes and supports the use of Scrum and agile practices through education, certification, and community-building.
|
E1574295
|
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 Alliance | Statement: [Ken Schwaber, founded, Scrum Alliance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scrum Alliance Context triple: [Ken Schwaber, founded, Scrum Alliance]
-
A.
Agile Alliance
Agile Alliance is a nonprofit organization that promotes and supports the use, evolution, and education of agile software development principles and practices worldwide.
-
B.
Project Management Institute
Project Management Institute is a leading global professional association that sets standards and offers certifications, resources, and education for project management practitioners worldwide.
-
C.
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.
-
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.
PMI
PMI is a leading global professional association that sets standards and provides certifications, resources, and education for project management practitioners.
- 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 Alliance Triple: [Ken Schwaber, founded, Scrum Alliance]
Generated description
Scrum Alliance is a leading global nonprofit organization that promotes and supports the use of Scrum and agile practices through education, certification, and community-building.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scrum Alliance Target entity description: Scrum Alliance is a leading global nonprofit organization that promotes and supports the use of Scrum and agile practices through education, certification, and community-building.
-
A.
Agile Alliance
Agile Alliance is a nonprofit organization that promotes and supports the use, evolution, and education of agile software development principles and practices worldwide.
-
B.
Project Management Institute
Project Management Institute is a leading global professional association that sets standards and offers certifications, resources, and education for project management practitioners worldwide.
-
C.
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.
-
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.
PMI
PMI is a leading global professional association that sets standards and provides certifications, resources, and education for project management practitioners.
- 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.