Triple
T23155332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scaled Agile Framework |
E578421
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
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.
|
E1574273
|
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: Scaled Agile, Inc. | Statement: [Scaled Agile Framework, developer, Scaled Agile, Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scaled Agile, Inc. Context triple: [Scaled Agile Framework, developer, Scaled Agile, Inc.]
-
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.
Thoughtworks
Thoughtworks is a global technology consultancy known for pioneering agile software development practices and employing prominent software experts such as Martin Fowler.
-
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 Framework
Scaled Agile Framework is a structured methodology for applying agile and lean principles at enterprise scale to coordinate multiple teams and large, complex development efforts.
-
E.
Pivotal Software
Pivotal Software is a cloud-native platform and services company known for its Pivotal Cloud Foundry product and agile software development tools, originally formed as a spin-off from EMC and VMware.
- 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: Scaled Agile, Inc. Triple: [Scaled Agile Framework, developer, Scaled Agile, Inc.]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scaled Agile, Inc. Target entity description: 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.
-
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.
Thoughtworks
Thoughtworks is a global technology consultancy known for pioneering agile software development practices and employing prominent software experts such as Martin Fowler.
-
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 Framework
Scaled Agile Framework is a structured methodology for applying agile and lean principles at enterprise scale to coordinate multiple teams and large, complex development efforts.
-
E.
Pivotal Software
Pivotal Software is a cloud-native platform and services company known for its Pivotal Cloud Foundry product and agile software development tools, originally formed as a spin-off from EMC and VMware.
- 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.