Triple
T5433094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO/IEC 24748-1 |
E121542
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object |
Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management
Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management is an international standard that provides overarching principles and guidance for managing the life cycle of systems and software from conception through retirement.
|
E519913
|
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: Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management | Statement: [ISO/IEC 24748-1, title, Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management Context triple: [ISO/IEC 24748-1, title, Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management]
-
A.
ISO/IEC 15288
ISO/IEC 15288 is an international standard that defines a common framework of processes for the life cycle management of systems, from conception through retirement.
-
B.
ISO/IEC 12207
ISO/IEC 12207 is an international standard that defines a comprehensive framework and set of processes for the life cycle management of software systems.
-
C.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
-
D.
ISO/IEC/IEEE 29148
ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
-
E.
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.
- 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: Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management Triple: [ISO/IEC 24748-1, title, Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management]
Generated description
Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management is an international standard that provides overarching principles and guidance for managing the life cycle of systems and software from conception through retirement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management Target entity description: Systems and software engineering — Life cycle management — Part 1: Guidelines for life cycle management is an international standard that provides overarching principles and guidance for managing the life cycle of systems and software from conception through retirement.
-
A.
ISO/IEC 15288
ISO/IEC 15288 is an international standard that defines a common framework of processes for the life cycle management of systems, from conception through retirement.
-
B.
ISO/IEC 12207
ISO/IEC 12207 is an international standard that defines a comprehensive framework and set of processes for the life cycle management of software systems.
-
C.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
-
D.
ISO/IEC/IEEE 29148
ISO/IEC/IEEE 29148 is an international standard that defines best practices and processes for engineering and managing system and software requirements.
-
E.
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.
- 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_69bd463c65f0819082ee6483ab4b466a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd91ae18cc8190aefe610f91b5382c |
completed | March 20, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3accb6748190989257c3b991a760 |
completed | March 22, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69bf3b72f1fc8190a2fbc516cf75abdb |
completed | March 22, 2026, 12:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf3f44fdd08190bb9ba0e10e4410af |
completed | March 22, 2026, 1 a.m. |
Created at: March 20, 2026, 2:06 p.m.