Triple
T4616583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 14000 family |
E100882
|
entity |
| Predicate | includesStandard |
P19701
|
FINISHED |
| Object |
ISO 14006
ISO 14006 is an international standard that provides guidelines for integrating eco-design into an organization’s environmental management system.
|
E458500
|
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 14006 | Statement: [ISO 14000 family, includesStandard, ISO 14006]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO 14006 Context triple: [ISO 14000 family, includesStandard, ISO 14006]
-
A.
ISO 14001
ISO 14001 is an internationally recognized standard that specifies requirements for effective environmental management systems to help organizations improve environmental performance and comply with relevant regulations.
-
B.
ISO 14000 family
The ISO 14000 family is a series of international standards that provide organizations with frameworks and tools for establishing, implementing, and improving environmental management systems and performance.
-
C.
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.
-
D.
ISO 10006
ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
-
E.
ISO 20121
ISO 20121 is an international standard that provides a framework for managing and improving the sustainability of events and event-related activities.
- 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 14006 Triple: [ISO 14000 family, includesStandard, ISO 14006]
Generated description
ISO 14006 is an international standard that provides guidelines for integrating eco-design into an organization’s environmental management system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO 14006 Target entity description: ISO 14006 is an international standard that provides guidelines for integrating eco-design into an organization’s environmental management system.
-
A.
ISO 14001
ISO 14001 is an internationally recognized standard that specifies requirements for effective environmental management systems to help organizations improve environmental performance and comply with relevant regulations.
-
B.
ISO 14000 family
The ISO 14000 family is a series of international standards that provide organizations with frameworks and tools for establishing, implementing, and improving environmental management systems and performance.
-
C.
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.
-
D.
ISO 10006
ISO 10006 is an international standard that provides guidelines for quality management in project-based organizations and project processes.
-
E.
ISO 20121
ISO 20121 is an international standard that provides a framework for managing and improving the sustainability of events and event-related activities.
- 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_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_69bdfa8da23881909ba4a70e9697f260 |
completed | March 21, 2026, 1:55 a.m. |
| NEDg | Description generation | batch_69bdfc7b84108190af39c7780f702745 |
completed | March 21, 2026, 2:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfd3856b48190a44f49da5fde38f6 |
completed | March 21, 2026, 2:06 a.m. |
Created at: March 20, 2026, 1:12 p.m.