Triple
T5502435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Commonwealth institutions |
E144358
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Commonwealth Association of Science, Technology and Mathematics Educators
The Commonwealth Association of Science, Technology and Mathematics Educators is a professional body that promotes and supports the development of STEM education across Commonwealth countries.
|
E530571
|
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: Commonwealth Association of Science, Technology and Mathematics Educators | Statement: [Commonwealth institutions, hasMember, Commonwealth Association of Science, Technology and Mathematics Educators]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Commonwealth Association of Science, Technology and Mathematics Educators Context triple: [Commonwealth institutions, hasMember, Commonwealth Association of Science, Technology and Mathematics Educators]
-
A.
Commonwealth of Learning
The Commonwealth of Learning is an intergovernmental organization that supports and advances open and distance learning across Commonwealth countries, with a strong emphasis on expanding access to education through open educational resources and technology.
-
B.
Council of Academies of Engineering and Technological Sciences
The Council of Academies of Engineering and Technological Sciences is an international umbrella organization that brings together national academies of engineering and technological sciences to promote collaboration, policy advice, and advancement in these fields worldwide.
-
C.
International Commission on Mathematical Instruction
The International Commission on Mathematical Instruction is a global organization dedicated to improving mathematics education worldwide through research, collaboration, and the promotion of best teaching practices.
-
D.
Council of Science
The Council of Science is a powerful governing body of scientists that oversees and regulates scientific activity across the Solar System in Isaac Asimov’s Lucky Starr science fiction novels.
-
E.
STC on Education, Science and Technology
The STC on Education, Science and Technology is a specialized technical committee of the African Union responsible for guiding and coordinating continental policies and programs in education, scientific research, and technological development.
- 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: Commonwealth Association of Science, Technology and Mathematics Educators Triple: [Commonwealth institutions, hasMember, Commonwealth Association of Science, Technology and Mathematics Educators]
Generated description
The Commonwealth Association of Science, Technology and Mathematics Educators is a professional body that promotes and supports the development of STEM education across Commonwealth countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Commonwealth Association of Science, Technology and Mathematics Educators Target entity description: The Commonwealth Association of Science, Technology and Mathematics Educators is a professional body that promotes and supports the development of STEM education across Commonwealth countries.
-
A.
Commonwealth of Learning
The Commonwealth of Learning is an intergovernmental organization that supports and advances open and distance learning across Commonwealth countries, with a strong emphasis on expanding access to education through open educational resources and technology.
-
B.
Council of Academies of Engineering and Technological Sciences
The Council of Academies of Engineering and Technological Sciences is an international umbrella organization that brings together national academies of engineering and technological sciences to promote collaboration, policy advice, and advancement in these fields worldwide.
-
C.
International Commission on Mathematical Instruction
The International Commission on Mathematical Instruction is a global organization dedicated to improving mathematics education worldwide through research, collaboration, and the promotion of best teaching practices.
-
D.
Council of Science
The Council of Science is a powerful governing body of scientists that oversees and regulates scientific activity across the Solar System in Isaac Asimov’s Lucky Starr science fiction novels.
-
E.
STC on Education, Science and Technology
The STC on Education, Science and Technology is a specialized technical committee of the African Union responsible for guiding and coordinating continental policies and programs in education, scientific research, and technological development.
- 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_69c008f5a2748190bce7a39aabf87a6d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f0a512c81908f077378917e5879 |
completed | March 22, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027a67d648190ac8d097202c8ec3d |
completed | March 22, 2026, 5:32 p.m. |
| NEDg | Description generation | batch_69c037b4e04881908d07e704f2a161bb |
completed | March 22, 2026, 6:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0384d023081909cb0d4ba4b80c07e |
completed | March 22, 2026, 6:43 p.m. |
Created at: March 22, 2026, 3:32 p.m.