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.