Triple
T23385092
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jeff Sutherland |
E593855
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Scrum Inc.
Scrum Inc. is a consulting and training company specializing in Agile and Scrum methodologies, co-founded by Scrum co-creator Jeff Sutherland.
|
E1583164
|
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 Inc. | Statement: [Jeff Sutherland, founded, Scrum Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scrum Inc. Context triple: [Jeff Sutherland, founded, Scrum Inc.]
-
A.
Enterprise Scrum Inc.
Enterprise Scrum Inc. is a company founded by Agile pioneer Mike Beedle that focuses on implementing and scaling Scrum and Agile practices for enterprises.
-
B.
Scrum.org
Scrum.org is a professional organization that provides Scrum training, certification, and resources to help individuals and teams apply Agile practices effectively.
-
C.
Jama Software
Jama Software is a company that provides requirements management and product development software to help organizations design, build, and deliver complex products and systems.
-
D.
Scaled Agile, Inc.
Scaled Agile, Inc. is the company behind the Scaled Agile Framework (SAFe), providing training, certification, and consulting services for large-scale agile and lean enterprise transformations.
-
E.
Thoughtworks
Thoughtworks is a global technology consultancy known for pioneering agile software development practices and employing prominent software experts such as Martin Fowler.
- 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 Inc. Triple: [Jeff Sutherland, founded, Scrum Inc.]
Generated description
Scrum Inc. is a consulting and training company specializing in Agile and Scrum methodologies, co-founded by Scrum co-creator Jeff Sutherland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scrum Inc. Target entity description: Scrum Inc. is a consulting and training company specializing in Agile and Scrum methodologies, co-founded by Scrum co-creator Jeff Sutherland.
-
A.
Enterprise Scrum Inc.
Enterprise Scrum Inc. is a company founded by Agile pioneer Mike Beedle that focuses on implementing and scaling Scrum and Agile practices for enterprises.
-
B.
Scrum.org
Scrum.org is a professional organization that provides Scrum training, certification, and resources to help individuals and teams apply Agile practices effectively.
-
C.
Jama Software
Jama Software is a company that provides requirements management and product development software to help organizations design, build, and deliver complex products and systems.
-
D.
Scaled Agile, Inc.
Scaled Agile, Inc. is the company behind the Scaled Agile Framework (SAFe), providing training, certification, and consulting services for large-scale agile and lean enterprise transformations.
-
E.
Thoughtworks
Thoughtworks is a global technology consultancy known for pioneering agile software development practices and employing prominent software experts such as Martin Fowler.
- 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_69e25d2754fc819085deea939bde60ab |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a497661c8190b52fa27419594989 |
completed | April 29, 2026, 6:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5de7b5e081908f965d84cb11ed9d |
completed | May 19, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0c6086e718819093bbd0f3431739cf |
completed | May 19, 2026, 1:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c60f685c881909ef5c259da2e661b |
completed | May 19, 2026, 1:09 p.m. |
Created at: April 17, 2026, 5:35 p.m.