Triple
T22813011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IT for learning, education and training |
E565031
|
entity |
| Predicate | relatesToStandard |
P19701
|
FINISHED |
| Object |
ISO/IEC 24751
ISO/IEC 24751 is an international standard that defines a framework for personalizing and adapting e-learning resources to meet diverse learner needs and preferences.
|
E1555504
|
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 24751 | Statement: [IT for learning, education and training, relatesToStandard, ISO/IEC 24751]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 24751 Context triple: [IT for learning, education and training, relatesToStandard, ISO/IEC 24751]
-
A.
ISO/IEC 24748
ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
-
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 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.
-
D.
ISO/IEC 25436
ISO/IEC 25436 is the international standard that formally defines the Eiffel programming language.
-
E.
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.
- 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 24751 Triple: [IT for learning, education and training, relatesToStandard, ISO/IEC 24751]
Generated description
ISO/IEC 24751 is an international standard that defines a framework for personalizing and adapting e-learning resources to meet diverse learner needs and preferences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ISO/IEC 24751 Target entity description: ISO/IEC 24751 is an international standard that defines a framework for personalizing and adapting e-learning resources to meet diverse learner needs and preferences.
-
A.
ISO/IEC 24748
ISO/IEC 24748 is an international standard that provides guidance on the application and management of systems and software life cycle processes defined in standards such as ISO/IEC 15288.
-
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 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.
-
D.
ISO/IEC 25436
ISO/IEC 25436 is the international standard that formally defines the Eiffel programming language.
-
E.
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.
- 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.