Triple

T21503926
Position Surface form Disambiguated ID Type / Status
Subject Commonwealth Telecommunications Organisation E530547 entity
Predicate worksOn P3 FINISHED
Object ICTs for development (ICT4D)
ICTs for development (ICT4D) is a field focused on using information and communication technologies to promote social, economic, and political development, particularly in low- and middle-income regions.
E1488257 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: ICTs for development (ICT4D) | Statement: [Commonwealth Telecommunications Organisation, worksOn, ICTs for development (ICT4D)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ICTs for development (ICT4D)
Context triple: [Commonwealth Telecommunications Organisation, worksOn, ICTs for development (ICT4D)]
  • A. Research and Information System for Developing Countries
    Research and Information System for Developing Countries is an Indian policy research think tank that provides analysis and recommendations on international economic development, trade, and cooperation issues, particularly for developing nations.
  • B. Information and Communication Technologies category
    The Information and Communication Technologies category is a field-specific division of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding contributions to computing, digital communication, and related technological innovations.
  • C. Information Society Project
    The Information Society Project is a research center at Yale Law School focused on studying the implications of the internet, digital technologies, and information policy for law and society.
  • D. Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide
    "Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide" is a scholarly book that analyzes global inequalities in access to digital technologies and their impact on democracy, political participation, and information access.
  • E. United Nations E-Government Survey
    The United Nations E-Government Survey is a global assessment that evaluates and compares countries’ use of digital technologies to deliver public services and promote inclusive, effective governance.
  • 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: ICTs for development (ICT4D)
Triple: [Commonwealth Telecommunications Organisation, worksOn, ICTs for development (ICT4D)]
Generated description
ICTs for development (ICT4D) is a field focused on using information and communication technologies to promote social, economic, and political development, particularly in low- and middle-income regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ICTs for development (ICT4D)
Target entity description: ICTs for development (ICT4D) is a field focused on using information and communication technologies to promote social, economic, and political development, particularly in low- and middle-income regions.
  • A. Research and Information System for Developing Countries
    Research and Information System for Developing Countries is an Indian policy research think tank that provides analysis and recommendations on international economic development, trade, and cooperation issues, particularly for developing nations.
  • B. Information and Communication Technologies category
    The Information and Communication Technologies category is a field-specific division of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding contributions to computing, digital communication, and related technological innovations.
  • C. Information Society Project
    The Information Society Project is a research center at Yale Law School focused on studying the implications of the internet, digital technologies, and information policy for law and society.
  • D. Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide
    "Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide" is a scholarly book that analyzes global inequalities in access to digital technologies and their impact on democracy, political participation, and information access.
  • E. United Nations E-Government Survey
    The United Nations E-Government Survey is a global assessment that evaluates and compares countries’ use of digital technologies to deliver public services and promote inclusive, effective governance.
  • 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_69e0c45c81f08190a6b8bbb70a45aae7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea7b9ab88190b0db5e5ae43057e9 completed April 23, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09e1414ca88190973fcd9d2866c883 completed May 17, 2026, 3:39 p.m.
NEDg Description generation batch_6a09e2d3cc6881909c1c23d06b8dfb16 completed May 17, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a09e346d35481909a6c12377e12e525 completed May 17, 2026, 3:48 p.m.
Created at: April 16, 2026, 6:24 p.m.