Triple
T22813010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IT for learning, education and training |
E565031
|
entity |
| Predicate | relatesToStandard |
P19701
|
FINISHED |
| Object |
ISO/IEC 40180
ISO/IEC 40180 is an international standard that provides a quality framework and guidelines for information technologies used in learning, education and training environments.
|
E1555503
|
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 40180 | Statement: [IT for learning, education and training, relatesToStandard, ISO/IEC 40180]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 40180 Context triple: [IT for learning, education and training, relatesToStandard, ISO/IEC 40180]
-
A.
ISO/IEC 25040
ISO/IEC 25040 is an international standard that defines the process and requirements for evaluating software product quality within the SQuaRE (Software product Quality Requirements and Evaluation) series.
-
B.
ISO/IEC 14651
ISO/IEC 14651 is an international standard that defines a universal method for ordering and comparing text strings (collation) across different languages and scripts.
-
C.
ISO/IEC 4873
ISO/IEC 4873 is an international standard that defines a multi-byte character encoding structure for 8-bit coded character sets used in information interchange.
-
D.
ISO/IEC 14652
ISO/IEC 14652 is an international standard that defines guidelines and formats for locale data, including cultural conventions such as date, time, number, and currency representations in computing systems.
-
E.
ISO/IEC 30170
ISO/IEC 30170 is an international standard that formally specifies the Ruby programming 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/IEC 40180 Triple: [IT for learning, education and training, relatesToStandard, ISO/IEC 40180]
Generated description
ISO/IEC 40180 is an international standard that provides a quality framework and guidelines for information technologies used in learning, education and training environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 40180 Target entity description: ISO/IEC 40180 is an international standard that provides a quality framework and guidelines for information technologies used in learning, education and training environments.
-
A.
ISO/IEC 25040
ISO/IEC 25040 is an international standard that defines the process and requirements for evaluating software product quality within the SQuaRE (Software product Quality Requirements and Evaluation) series.
-
B.
ISO/IEC 14651
ISO/IEC 14651 is an international standard that defines a universal method for ordering and comparing text strings (collation) across different languages and scripts.
-
C.
ISO/IEC 4873
ISO/IEC 4873 is an international standard that defines a multi-byte character encoding structure for 8-bit coded character sets used in information interchange.
-
D.
ISO/IEC 14652
ISO/IEC 14652 is an international standard that defines guidelines and formats for locale data, including cultural conventions such as date, time, number, and currency representations in computing systems.
-
E.
ISO/IEC 30170
ISO/IEC 30170 is an international standard that formally specifies the Ruby programming language.
- 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_69e2458426188190b58b8ab4844fe420 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17d61c6f081908d3911710b3aff51 |
completed | April 29, 2026, 3:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b9ea1d6308190bf37f8a37d5be5f6 |
completed | May 18, 2026, 11:20 p.m. |
| NEDg | Description generation | batch_6a0ba0aa6b04819097d75601cb25c6ef |
completed | May 18, 2026, 11:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba149b79c8190abfd2b285f8e3e3c |
completed | May 18, 2026, 11:31 p.m. |
Created at: April 17, 2026, 3:32 p.m.