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.