Triple

T18858106
Position Surface form Disambiguated ID Type / Status
Subject Council of Academies of Engineering and Technological Sciences E461226 entity
Predicate hasMemberType P121 FINISHED
Object national academy of technological sciences
A national academy of technological sciences is a country-level institution that brings together leading experts to advance research, innovation, and policy in engineering and applied sciences.
E1347433 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: national academy of technological sciences | Statement: [Council of Academies of Engineering and Technological Sciences, hasMemberType, national academy of technological sciences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: national academy of technological sciences
Context triple: [Council of Academies of Engineering and Technological Sciences, hasMemberType, national academy of technological sciences]
  • A. 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.
  • B. National Research Council of Science and Technology
    The National Research Council of Science and Technology is a South Korean government-funded umbrella organization that oversees and coordinates major national research institutes across science and technology fields.
  • C. German Academy of Science and Engineering
    The German Academy of Science and Engineering (acatech) is Germany’s national academy that advises government and society on issues of technology, innovation, and engineering-related science.
  • D. Advisory Council for Scientific Research and Technical Development
    The Advisory Council for Scientific Research and Technical Development was a British government body that guided and coordinated scientific and technological research efforts, particularly in support of national needs during and after wartime.
  • E. National Academy of Science and Technology
    The National Academy of Science and Technology is the Philippines’ premier advisory body on science and technology, composed of the country’s leading scientists and tasked with promoting scientific excellence and providing expert guidance to the government.
  • 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: national academy of technological sciences
Triple: [Council of Academies of Engineering and Technological Sciences, hasMemberType, national academy of technological sciences]
Generated description
A national academy of technological sciences is a country-level institution that brings together leading experts to advance research, innovation, and policy in engineering and applied sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: national academy of technological sciences
Target entity description: A national academy of technological sciences is a country-level institution that brings together leading experts to advance research, innovation, and policy in engineering and applied sciences.
  • A. 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.
  • B. National Research Council of Science and Technology
    The National Research Council of Science and Technology is a South Korean government-funded umbrella organization that oversees and coordinates major national research institutes across science and technology fields.
  • C. German Academy of Science and Engineering
    The German Academy of Science and Engineering (acatech) is Germany’s national academy that advises government and society on issues of technology, innovation, and engineering-related science.
  • D. Advisory Council for Scientific Research and Technical Development
    The Advisory Council for Scientific Research and Technical Development was a British government body that guided and coordinated scientific and technological research efforts, particularly in support of national needs during and after wartime.
  • E. National Academy of Science and Technology
    The National Academy of Science and Technology is the Philippines’ premier advisory body on science and technology, composed of the country’s leading scientists and tasked with promoting scientific excellence and providing expert guidance to the government.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05eaee881909da704cf1374158c completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0575b379688190b0c5e5aa1b2aec71 completed May 14, 2026, 7:11 a.m.
NEDg Description generation batch_6a05797fe9bc8190af12fce29e461678 completed May 14, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_6a057a70e88881909981011f67dfdd32 completed May 14, 2026, 7:32 a.m.
Created at: April 10, 2026, 11:57 a.m.