Triple
T7896374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO/IEC 25010 |
E183351
|
entity |
| Predicate | partOfSeries |
P1761
|
FINISHED |
| Object |
ISO/IEC 25000 series
The ISO/IEC 25000 series is an international set of standards that defines models, measures, and evaluation processes for software product quality and data quality within the SQuaRE (Software product Quality Requirements and Evaluation) framework.
|
E704369
|
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 25000 series | Statement: [ISO/IEC 25010, partOfSeries, ISO/IEC 25000 series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 25000 series Context triple: [ISO/IEC 25010, partOfSeries, ISO/IEC 25000 series]
-
A.
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.
-
B.
ISO/IEC 9126
ISO/IEC 9126 is an international standard that defines a quality model and related metrics for evaluating and describing software product quality.
-
C.
ISO/IEC 15504
ISO/IEC 15504 is an international standard for assessing and improving software process capability and maturity, commonly known as SPICE (Software Process Improvement and Capability Determination).
-
D.
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.
-
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. 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 25000 series Triple: [ISO/IEC 25010, partOfSeries, ISO/IEC 25000 series]
Generated description
The ISO/IEC 25000 series is an international set of standards that defines models, measures, and evaluation processes for software product quality and data quality within the SQuaRE (Software product Quality Requirements and Evaluation) framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 25000 series Target entity description: The ISO/IEC 25000 series is an international set of standards that defines models, measures, and evaluation processes for software product quality and data quality within the SQuaRE (Software product Quality Requirements and Evaluation) framework.
-
A.
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.
-
B.
ISO/IEC 9126
ISO/IEC 9126 is an international standard that defines a quality model and related metrics for evaluating and describing software product quality.
-
C.
ISO/IEC 15504
ISO/IEC 15504 is an international standard for assessing and improving software process capability and maturity, commonly known as SPICE (Software Process Improvement and Capability Determination).
-
D.
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.
-
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. 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_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_69cbdfc1b05481908af081f54bb1914d |
completed | March 31, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69cbe4383d0c819085e7c95e7b0be16e |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc34a83cec81908aba7afbaea53449 |
completed | March 31, 2026, 8:55 p.m. |
Created at: March 30, 2026, 5:01 p.m.