Triple

T1179040
Position Surface form Disambiguated ID Type / Status
Subject World Bank Group E25092 entity
Predicate publishes P80 FINISHED
Object World Development Indicators
World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
E134511 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: World Development Indicators | Statement: [World Bank Group, publishes, World Development Indicators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World Development Indicators
Context triple: [World Bank Group, publishes, World Development Indicators]
  • A. Human Development Index
    The Human Development Index is a composite statistic that measures a country's overall achievement in key dimensions of human development, including health, education, and standard of living.
  • B. OECD Better Life Index
    The OECD Better Life Index is an interactive tool that compares countries’ well-being across multiple dimensions such as income, health, education, and life satisfaction to go beyond traditional economic measures like GDP.
  • C. United Nations statistics systems
    United Nations statistics systems are the coordinated global frameworks and tools the UN uses to collect, harmonize, and disseminate official international statistical data for monitoring development, economic, social, and environmental indicators.
  • D. GAW World Data Centres
    GAW World Data Centres are specialized international facilities that collect, manage, and distribute atmospheric and environmental data to support the scientific and monitoring activities of the Global Atmosphere Watch program.
  • E. Gender Development Index
    The Gender Development Index is a United Nations metric that compares female and male achievements in key dimensions of human development—such as health, education, and income—to highlight gender inequalities across countries.
  • 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: World Development Indicators
Triple: [World Bank Group, publishes, World Development Indicators]
Generated description
World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World Development Indicators
Target entity description: World Development Indicators is the World Bank’s primary collection of internationally comparable statistics on global development, covering topics such as poverty, health, education, the environment, and economic performance.
  • A. Human Development Index
    The Human Development Index is a composite statistic that measures a country's overall achievement in key dimensions of human development, including health, education, and standard of living.
  • B. OECD Better Life Index
    The OECD Better Life Index is an interactive tool that compares countries’ well-being across multiple dimensions such as income, health, education, and life satisfaction to go beyond traditional economic measures like GDP.
  • C. United Nations statistics systems
    United Nations statistics systems are the coordinated global frameworks and tools the UN uses to collect, harmonize, and disseminate official international statistical data for monitoring development, economic, social, and environmental indicators.
  • D. GAW World Data Centres
    GAW World Data Centres are specialized international facilities that collect, manage, and distribute atmospheric and environmental data to support the scientific and monitoring activities of the Global Atmosphere Watch program.
  • E. Gender Development Index
    The Gender Development Index is a United Nations metric that compares female and male achievements in key dimensions of human development—such as health, education, and income—to highlight gender inequalities across countries.
  • 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd1226fc819083d526ecd22af8ef completed March 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f1f1c188190a96f5718c4e7d59d completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6f9c0da48190b8d5615ba582366c completed March 7, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69ac7009b52c8190a6f6962cf60de92d completed March 7, 2026, 6:35 p.m.
Created at: March 1, 2026, 7:45 p.m.