Triple
T1612582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO/IEC |
E34644
|
entity |
| Predicate | standardSeries |
P23871
|
FINISHED |
| Object |
ISO/IEC 25010
ISO/IEC 25010 is an international standard that defines a comprehensive quality model for software and systems, specifying characteristics and sub-characteristics used to evaluate product quality and quality in use.
|
E183351
|
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: ISO/IEC 25010 | Statement: [ISO/IEC, standardSeries, ISO/IEC 25010]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 25010 Context triple: [ISO/IEC, standardSeries, ISO/IEC 25010]
-
A.
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.
-
B.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
-
C.
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.
-
D.
ISO/IEC 24748
ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
-
E.
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.
- 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: ISO/IEC 25010 Triple: [ISO/IEC, standardSeries, ISO/IEC 25010]
Generated description
ISO/IEC 25010 is an international standard that defines a comprehensive quality model for software and systems, specifying characteristics and sub-characteristics used to evaluate product quality and quality in use.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 25010 Target entity description: ISO/IEC 25010 is an international standard that defines a comprehensive quality model for software and systems, specifying characteristics and sub-characteristics used to evaluate product quality and quality in use.
-
A.
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.
-
B.
IEEE 12207
IEEE 12207 is an international standard that defines processes, activities, and tasks for the life cycle management of software systems.
-
C.
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.
-
D.
ISO/IEC 24748
ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
-
E.
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.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61df32a88190a7e823a77bdcc84a |
completed | March 6, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c751308190a89f6462ee365418 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad52f6b15c819097d4e56884e31600 |
completed | March 8, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad53536a108190b97b7017ad567ad5 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.