Triple
T23155353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scaled Agile Framework |
E578421
|
entity |
| Predicate | keyConcept |
P531
|
FINISHED |
| Object |
Lean Portfolio Management
Lean Portfolio Management is a Scaled Agile Framework approach for aligning strategy, funding, and governance across portfolios to maximize value flow and support continuous, lean-agile delivery.
|
E578421
|
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: Lean Portfolio Management | Statement: [Scaled Agile Framework, keyConcept, Lean Portfolio Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lean Portfolio Management Context triple: [Scaled Agile Framework, keyConcept, Lean Portfolio Management]
-
A.
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.
-
B.
Office of Portfolio Management Center of Expertise
The Office of Portfolio Management Center of Expertise is a specialized unit within the U.S. General Services Administration that provides guidance and best practices for managing the federal real estate and asset portfolio efficiently and strategically.
-
C.
Disciplined Agile Delivery
Disciplined Agile Delivery is a process decision framework that extends and refines agile and lean approaches to provide pragmatic, context-sensitive guidance for end-to-end software delivery in enterprises.
-
D.
ISO Technical Committee on project, programme and portfolio management
The ISO Technical Committee on project, programme and portfolio management is the international standards body within ISO responsible for developing globally recognized guidance and requirements for managing projects, programmes and portfolios.
-
E.
Lean Six Sigma
Lean Six Sigma is a business improvement methodology that combines Lean’s focus on eliminating waste with Six Sigma’s emphasis on reducing process variation to enhance quality, efficiency, and customer satisfaction.
- 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: Lean Portfolio Management Triple: [Scaled Agile Framework, keyConcept, Lean Portfolio Management]
Generated description
Lean Portfolio Management is a Scaled Agile Framework approach for aligning strategy, funding, and governance across portfolios to maximize value flow and support continuous, lean-agile delivery.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lean Portfolio Management Target entity description: Lean Portfolio Management is a Scaled Agile Framework approach for aligning strategy, funding, and governance across portfolios to maximize value flow and support continuous, lean-agile delivery.
-
A.
Scaled Agile Framework
chosen
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.
-
B.
Office of Portfolio Management Center of Expertise
The Office of Portfolio Management Center of Expertise is a specialized unit within the U.S. General Services Administration that provides guidance and best practices for managing the federal real estate and asset portfolio efficiently and strategically.
-
C.
Disciplined Agile Delivery
Disciplined Agile Delivery is a process decision framework that extends and refines agile and lean approaches to provide pragmatic, context-sensitive guidance for end-to-end software delivery in enterprises.
-
D.
ISO Technical Committee on project, programme and portfolio management
The ISO Technical Committee on project, programme and portfolio management is the international standards body within ISO responsible for developing globally recognized guidance and requirements for managing projects, programmes and portfolios.
-
E.
Lean Six Sigma
Lean Six Sigma is a business improvement methodology that combines Lean’s focus on eliminating waste with Six Sigma’s emphasis on reducing process variation to enhance quality, efficiency, and customer satisfaction.
- F. None of above.
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.