Triple
T21101598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | INCOSE Systems Engineering Professional certification program |
E519917
|
entity |
| Predicate | alignedWith |
P1140
|
FINISHED |
| Object |
INCOSE competency framework
The INCOSE competency framework is a structured model that defines the knowledge, skills, and behaviors required for effective systems engineering practice and professional development.
|
E1466128
|
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: INCOSE competency framework | Statement: [INCOSE Systems Engineering Professional certification program, alignedWith, INCOSE competency framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INCOSE competency framework Context triple: [INCOSE Systems Engineering Professional certification program, alignedWith, INCOSE competency framework]
-
A.
INCOSE Systems Engineering Professional certification program
The INCOSE Systems Engineering Professional certification program is a globally recognized credentialing scheme that validates an individual's knowledge and experience in systems engineering based on INCOSE standards and best practices.
-
B.
INCOSE
INCOSE is a global professional organization dedicated to advancing the discipline and practice of systems engineering across industry, government, and academia.
-
C.
INCOSE Systems Engineering Handbook
The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
-
D.
INCOSE Systems Engineering Vision
The INCOSE Systems Engineering Vision is a strategic document that outlines the future direction, challenges, and opportunities for the systems engineering discipline to guide practitioners, organizations, and policymakers.
-
E.
NASA technology readiness level framework
The NASA technology readiness level framework is a standardized scale used by NASA to assess and communicate the maturity of technologies from initial concept through to spaceflight-ready implementation.
- 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: INCOSE competency framework Triple: [INCOSE Systems Engineering Professional certification program, alignedWith, INCOSE competency framework]
Generated description
The INCOSE competency framework is a structured model that defines the knowledge, skills, and behaviors required for effective systems engineering practice and professional development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: INCOSE competency framework Target entity description: The INCOSE competency framework is a structured model that defines the knowledge, skills, and behaviors required for effective systems engineering practice and professional development.
-
A.
INCOSE Systems Engineering Professional certification program
The INCOSE Systems Engineering Professional certification program is a globally recognized credentialing scheme that validates an individual's knowledge and experience in systems engineering based on INCOSE standards and best practices.
-
B.
INCOSE
INCOSE is a global professional organization dedicated to advancing the discipline and practice of systems engineering across industry, government, and academia.
-
C.
INCOSE Systems Engineering Handbook
The INCOSE Systems Engineering Handbook is a comprehensive reference guide that defines best practices, processes, and principles for the application of systems engineering across the entire system life cycle.
-
D.
INCOSE Systems Engineering Vision
The INCOSE Systems Engineering Vision is a strategic document that outlines the future direction, challenges, and opportunities for the systems engineering discipline to guide practitioners, organizations, and policymakers.
-
E.
NASA technology readiness level framework
The NASA technology readiness level framework is a standardized scale used by NASA to assess and communicate the maturity of technologies from initial concept through to spaceflight-ready implementation.
- 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_69e0b508d8dc81909be940dafe36c8f7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e71b5e16cc81908257ccf8c9a59117 |
completed | April 21, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a095a62bd0c8190b10e3b472ba7e330 |
completed | May 17, 2026, 6:04 a.m. |
| NEDg | Description generation | batch_6a095c9f10248190b4eab0842c6943f1 |
completed | May 17, 2026, 6:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a095d6457608190904688689ec8982e |
completed | May 17, 2026, 6:17 a.m. |
Created at: April 16, 2026, 2:53 p.m.