Triple
T868470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 31000 |
E18758
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
ISO 31010
ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
|
E103060
|
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 31010 | Statement: [ISO 31000, relatedTo, ISO 31010]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO 31010 Context triple: [ISO 31000, relatedTo, ISO 31010]
-
A.
ISO 31000
ISO 31000 is an international standard that provides principles and guidelines for effective risk management applicable to organizations of all types and sizes.
-
B.
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.
-
C.
ISO 10006
ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
-
D.
ISO 21500
ISO 21500 is an international standard that provides high-level guidance and principles for effective project management applicable to organizations of all types and sizes.
-
E.
ISO 26324
ISO 26324 is the international standard that defines the structure, syntax, and functional framework of the Digital Object Identifier (DOI) system for uniquely identifying digital content.
- 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 31010 Triple: [ISO 31000, relatedTo, ISO 31010]
Generated description
ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO 31010 Target entity description: ISO 31010 is an international standard that provides guidelines and a comprehensive toolkit of techniques for risk assessment within risk management frameworks.
-
A.
ISO 31000
ISO 31000 is an international standard that provides principles and guidelines for effective risk management applicable to organizations of all types and sizes.
-
B.
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.
-
C.
ISO 10006
ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
-
D.
ISO 21500
ISO 21500 is an international standard that provides high-level guidance and principles for effective project management applicable to organizations of all types and sizes.
-
E.
ISO 26324
ISO 26324 is the international standard that defines the structure, syntax, and functional framework of the Digital Object Identifier (DOI) system for uniquely identifying digital content.
- 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_69a4938ce8688190a24bdfef82ba7d21 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ac7f98908190883f71049092c7c8 |
completed | March 1, 2026, 9:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b84dcf748190b20372fdc48d6766 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7b96c96e081909a126b182782ae6d |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7ba44b79c8190b0ce8a430fe928e5 |
completed | March 4, 2026, 4:51 a.m. |
Created at: March 1, 2026, 7:39 p.m.