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.