Triple
T23158350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO/IEC JTC 1/SC 40 |
E578507
|
entity |
| Predicate | developsStandard |
P73
|
FINISHED |
| Object |
ISO/IEC 30105 series
The ISO/IEC 30105 series is an international standard that defines lifecycle processes, controls, and best practices for IT-enabled business process outsourcing (BPO) services.
|
E1575795
|
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 30105 series | Statement: [ISO/IEC JTC 1/SC 40, developsStandard, ISO/IEC 30105 series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 30105 series Context triple: [ISO/IEC JTC 1/SC 40, developsStandard, ISO/IEC 30105 series]
-
A.
ISO/IEC 30134 series
The ISO/IEC 30134 series is a set of international standards that define key performance indicators for the energy efficiency and environmental impact of data centres.
-
B.
ISO/IEC 19086 series
The ISO/IEC 19086 series is an international standard that defines frameworks and requirements for cloud service level agreements (SLAs), helping providers and customers specify, negotiate, and manage cloud service performance and quality.
-
C.
ISO/IEC 22123 series
The ISO/IEC 22123 series is an international standard that defines concepts, terminology, and reference frameworks for cloud computing and related services.
-
D.
ISO/IEC 15435
ISO/IEC 15435 is an international standard developed by ISO/IEC for character encoding in information technology, particularly addressing specific coded character sets and their use in data interchange.
-
E.
ISO/IEC 23273
ISO/IEC 23273 is an international standard that specifies safety requirements for hydrogen-fueled road vehicles, particularly focusing on fuel cell vehicle safety.
- 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 30105 series Triple: [ISO/IEC JTC 1/SC 40, developsStandard, ISO/IEC 30105 series]
Generated description
The ISO/IEC 30105 series is an international standard that defines lifecycle processes, controls, and best practices for IT-enabled business process outsourcing (BPO) services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 30105 series Target entity description: The ISO/IEC 30105 series is an international standard that defines lifecycle processes, controls, and best practices for IT-enabled business process outsourcing (BPO) services.
-
A.
ISO/IEC 30134 series
The ISO/IEC 30134 series is a set of international standards that define key performance indicators for the energy efficiency and environmental impact of data centres.
-
B.
ISO/IEC 19086 series
The ISO/IEC 19086 series is an international standard that defines frameworks and requirements for cloud service level agreements (SLAs), helping providers and customers specify, negotiate, and manage cloud service performance and quality.
-
C.
ISO/IEC 22123 series
The ISO/IEC 22123 series is an international standard that defines concepts, terminology, and reference frameworks for cloud computing and related services.
-
D.
ISO/IEC 15435
ISO/IEC 15435 is an international standard developed by ISO/IEC for character encoding in information technology, particularly addressing specific coded character sets and their use in data interchange.
-
E.
ISO/IEC 23273
ISO/IEC 23273 is an international standard that specifies safety requirements for hydrogen-fueled road vehicles, particularly focusing on fuel cell vehicle safety.
- 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18efeddd48190b6d03d2146583dcc |
completed | April 29, 2026, 4:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c309e4518819095eb3d8a6f6a0808 |
completed | May 19, 2026, 9:42 a.m. |
| NEDg | Description generation | batch_6a0c332f5ef08190ab7f6536eb719e04 |
completed | May 19, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c374ded1c8190b1d5c7a3ab521cf9 |
completed | May 19, 2026, 10:11 a.m. |
Created at: April 17, 2026, 4:02 p.m.