Triple
T7896684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO/IEC 24744 |
E183356
|
entity |
| Predicate | conformsToFamily |
P3994
|
FINISHED |
| Object | ISO/IEC standards for software engineering |
E21784
|
NE FINISHED |
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: ISO/IEC standards for software engineering | Statement: [ISO/IEC 24744, conformsToFamily, ISO/IEC standards for software engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC standards for software engineering Context triple: [ISO/IEC 24744, conformsToFamily, ISO/IEC standards for software engineering]
-
A.
IEEE software engineering standards collection
The IEEE software engineering standards collection is a comprehensive set of internationally recognized guidelines and best practices that define processes, documentation, and quality criteria across the software development lifecycle.
-
B.
ISO/IEC JTC 1 standard
ISO/IEC 12207 is an international standard that defines processes, activities, and tasks for software life cycle management, from acquisition and development through operation and maintenance.
-
C.
ISO/IEC 12207
chosen
ISO/IEC 12207 is an international standard that defines a comprehensive framework and set of processes 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.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: conformsToFamily Context triple: [ISO/IEC 24744, conformsToFamily, ISO/IEC standards for software engineering]
-
A.
containsFamily
Indicates that one entity includes or encompasses members of a particular family group within it.
-
B.
conformsTo
chosen
Indicates that one entity complies with, follows, or is in accordance with a specified standard, specification, rule, or guideline.
-
C.
belongsToFamily
Indicates that an entity is a member of, or is associated as part of, a specific family group.
-
D.
hasRepresentativeFamily
Indicates that an entity is associated with a particular family that serves as its representative or characteristic example.
-
E.
representsFamily
Indicates that one entity is related to another through a familial relationship (by blood, marriage, or adoption).
- F. None of above.
Provenance (4 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a187a0081909a0c0822c6dab1da |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bb24c8c8190860e4dd1d705b04b |
completed | March 31, 2026, 5:29 a.m. |
| PD | Predicate disambiguation | batch_69cae92d94448190b4425bbfb64c658c |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 5:01 p.m.