Triple
T4616536
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 9000 family |
E100881
|
entity |
| Predicate | providesGuidanceIn |
P18444
|
FINISHED |
| Object |
ISO 9004
ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
|
E460819
|
NE FINISHED |
How this triple was built (5 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 9004 | Statement: [ISO 9000 family, providesGuidanceIn, ISO 9004]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO 9004 Context triple: [ISO 9000 family, providesGuidanceIn, ISO 9004]
-
A.
ISO 9001
ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
-
B.
ISO 9000 family
The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
-
C.
ISO 19011
ISO 19011 is an international standard that provides guidelines for auditing management systems, including principles, audit program management, and conducting internal and external audits.
-
D.
ISO 10006
ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
-
E.
ISO 10206
ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
- 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 9004 Triple: [ISO 9000 family, providesGuidanceIn, ISO 9004]
Generated description
ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO 9004 Target entity description: ISO 9004 is an international standard that offers guidance for organizations to achieve sustained success by improving overall performance and the effectiveness of their quality management systems.
-
A.
ISO 9001
ISO 9001 is an internationally recognized standard that specifies requirements for quality management systems to help organizations consistently meet customer and regulatory requirements.
-
B.
ISO 9000 family
The ISO 9000 family is a set of international standards that provide guidelines and requirements for establishing, implementing, and improving quality management systems in organizations.
-
C.
ISO 19011
ISO 19011 is an international standard that provides guidelines for auditing management systems, including principles, audit program management, and conducting internal and external audits.
-
D.
ISO 10006
ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
-
E.
ISO 10206
ISO 10206 is an international standard that defines the Extended Pascal programming language, specifying enhancements and extensions to the original Pascal language.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: providesGuidanceIn Context triple: [ISO 9000 family, providesGuidanceIn, ISO 9004]
-
A.
providesGuidanceTo
chosen
Indicates that one entity offers direction, advice, or instruction to another entity.
-
B.
guidanceType
Indicates the specific kind or category of guidance being provided or referenced in the relationship between entities.
-
C.
guidedBy
Indicates that an entity’s actions, decisions, or movement are directed, advised, or led by another entity.
-
D.
providesInformationIn
Indicates that one entity supplies or conveys information within or through another entity or context.
-
E.
guidingQuestionOf
Indicates that one item serves as a guiding or central question that frames, directs, or structures another item (such as a discussion, activity, or work).
- F. None of above.
Provenance (6 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_69bd43cf363c819087fd5ab441b4a3f4 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd59df3c3c8190be5db000f831d322 |
completed | March 20, 2026, 2:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be035a44f08190900bc6898a40e4e9 |
completed | March 21, 2026, 2:32 a.m. |
| NEDg | Description generation | batch_69be03e3e290819080ff03c0b43296fa |
completed | March 21, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be04af089c8190b6b0dfae4bb71b4a |
completed | March 21, 2026, 2:38 a.m. |
| PD | Predicate disambiguation | batch_69bd522fd5c48190ad2bffc0a5bc9061 |
completed | March 20, 2026, 1:57 p.m. |
Created at: March 20, 2026, 1:12 p.m.