Triple

T6988972
Position Surface form Disambiguated ID Type / Status
Subject STC on Education, Science and Technology E162036 entity
Predicate collaboratesWith P37 FINISHED
Object African Union Member States ministries of science and technology
African Union Member States ministries of science and technology are national governmental bodies responsible for formulating and implementing science, technology, and innovation policies within their respective African Union countries.
E633079 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: African Union Member States ministries of science and technology | Statement: [STC on Education, Science and Technology, collaboratesWith, African Union Member States ministries of science and technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African Union Member States ministries of science and technology
Context triple: [STC on Education, Science and Technology, collaboratesWith, African Union Member States ministries of science and technology]
  • A. Specialized Technical Committees of the African Union
    The Specialized Technical Committees of the African Union are sector-focused bodies of experts and ministers that help design, coordinate, and implement the Union’s policies and programs across key areas such as trade, health, agriculture, and infrastructure.
  • B. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • C. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • D. 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.
  • E. African Union policy organs
    The African Union policy organs are the Union’s principal decision-making and oversight bodies that set political direction, adopt policies, and guide the work of its various institutions.
  • 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: African Union Member States ministries of science and technology
Triple: [STC on Education, Science and Technology, collaboratesWith, African Union Member States ministries of science and technology]
Generated description
African Union Member States ministries of science and technology are national governmental bodies responsible for formulating and implementing science, technology, and innovation policies within their respective African Union countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African Union Member States ministries of science and technology
Target entity description: African Union Member States ministries of science and technology are national governmental bodies responsible for formulating and implementing science, technology, and innovation policies within their respective African Union countries.
  • A. Specialized Technical Committees of the African Union
    The Specialized Technical Committees of the African Union are sector-focused bodies of experts and ministers that help design, coordinate, and implement the Union’s policies and programs across key areas such as trade, health, agriculture, and infrastructure.
  • B. African Academy of Sciences
    The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
  • C. African Union Commission
    The African Union Commission is the administrative and executive arm of the African Union, responsible for implementing its decisions, coordinating activities, and driving continental policies and initiatives.
  • D. 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.
  • E. African Union policy organs
    The African Union policy organs are the Union’s principal decision-making and oversight bodies that set political direction, adopt policies, and guide the work of its various institutions.
  • 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_69c68856d7808190ab33ee914640281b completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbbd926c8190a8b60527bd553fa3 completed March 27, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761d3f07081908892cdcac8e0917c completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c7637e42e4819082c8a01c359e11ce completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76412b3248190b7515cc7dcee1e8a completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:32 p.m.