Triple

T1953659
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg Philanthropies E42213 entity
Predicate hasProgram P178 FINISHED
Object Bloomberg Initiative to Reduce Tobacco Use
The Bloomberg Initiative to Reduce Tobacco Use is a global public health program funded by Bloomberg Philanthropies that supports policies and interventions to reduce tobacco consumption and related deaths worldwide.
E218321 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: Bloomberg Initiative to Reduce Tobacco Use | Statement: [Bloomberg Philanthropies, hasProgram, Bloomberg Initiative to Reduce Tobacco Use]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bloomberg Initiative to Reduce Tobacco Use
Context triple: [Bloomberg Philanthropies, hasProgram, Bloomberg Initiative to Reduce Tobacco Use]
  • A. Tobacco Free Initiative
    The Tobacco Free Initiative is a World Health Organization program dedicated to reducing global tobacco use and its health impacts through policy, advocacy, and support to countries.
  • B. Family Smoking Prevention and Tobacco Control Act of 2009
    The Family Smoking Prevention and Tobacco Control Act of 2009 is a U.S. law that gave the Food and Drug Administration authority to regulate the manufacture, marketing, and sale of tobacco products to protect public health, especially among youth.
  • C. WHO Framework Convention on Tobacco Control
    The WHO Framework Convention on Tobacco Control is a global public health treaty that sets international standards and legal obligations to reduce tobacco use and its harmful health, social, and economic impacts.
  • D. Surgeon General’s Report on Smoking and Health
    The Surgeon General’s Report on Smoking and Health is a landmark U.S. public health document that conclusively linked cigarette smoking to serious diseases and helped transform national attitudes and policies toward tobacco use.
  • E. Center for Tobacco Products
    The Center for Tobacco Products is the U.S. FDA division responsible for regulating the manufacture, marketing, and distribution of tobacco products to protect public health.
  • 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: Bloomberg Initiative to Reduce Tobacco Use
Triple: [Bloomberg Philanthropies, hasProgram, Bloomberg Initiative to Reduce Tobacco Use]
Generated description
The Bloomberg Initiative to Reduce Tobacco Use is a global public health program funded by Bloomberg Philanthropies that supports policies and interventions to reduce tobacco consumption and related deaths worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bloomberg Initiative to Reduce Tobacco Use
Target entity description: The Bloomberg Initiative to Reduce Tobacco Use is a global public health program funded by Bloomberg Philanthropies that supports policies and interventions to reduce tobacco consumption and related deaths worldwide.
  • A. Tobacco Free Initiative
    The Tobacco Free Initiative is a World Health Organization program dedicated to reducing global tobacco use and its health impacts through policy, advocacy, and support to countries.
  • B. Family Smoking Prevention and Tobacco Control Act of 2009
    The Family Smoking Prevention and Tobacco Control Act of 2009 is a U.S. law that gave the Food and Drug Administration authority to regulate the manufacture, marketing, and sale of tobacco products to protect public health, especially among youth.
  • C. WHO Framework Convention on Tobacco Control
    The WHO Framework Convention on Tobacco Control is a global public health treaty that sets international standards and legal obligations to reduce tobacco use and its harmful health, social, and economic impacts.
  • D. Surgeon General’s Report on Smoking and Health
    The Surgeon General’s Report on Smoking and Health is a landmark U.S. public health document that conclusively linked cigarette smoking to serious diseases and helped transform national attitudes and policies toward tobacco use.
  • E. Center for Tobacco Products
    The Center for Tobacco Products is the U.S. FDA division responsible for regulating the manufacture, marketing, and distribution of tobacco products to protect public health.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb351c148819080173c09876e814a completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc8146c819084d3dc3b16efb123 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.