Triple
T23198825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mike Beedle |
E579949
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Enterprise Scrum Inc. |
—
|
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: Enterprise Scrum Inc. | Statement: [Mike Beedle, employer, Enterprise Scrum Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enterprise Scrum Inc. Context triple: [Mike Beedle, employer, Enterprise Scrum Inc.]
-
A.
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.
-
B.
Runteam Ltd.
Runteam Ltd. is a film production company known for its work on the Roman Polanski-directed thriller "The Ghost Writer."
-
C.
Procore Technologies
Procore Technologies is a construction management software company that provides cloud-based tools to help construction professionals manage projects, resources, and collaboration.
-
D.
Tasktop Technologies
Tasktop Technologies is a software company specializing in value stream management and integration solutions that help large organizations optimize and connect their software delivery toolchains.
-
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Enterprise Scrum Inc. Target entity description: Enterprise Scrum Inc. is a company founded by Agile pioneer Mike Beedle that focuses on implementing and scaling Scrum and Agile practices for enterprises.
-
A.
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.
-
B.
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.
-
C.
Runteam Ltd.
Runteam Ltd. is a film production company known for its work on the Roman Polanski-directed thriller "The Ghost Writer."
-
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.
Procore Technologies
Procore Technologies is a construction management software company that provides cloud-based tools to help construction professionals manage projects, resources, and collaboration.
- F. None of above. chosen
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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1907835448190aa4fc234d15527c3 |
completed | April 29, 2026, 5 a.m. |
Created at: April 17, 2026, 4:06 p.m.