Triple
T735129
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Affordable Care Act |
E14911
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object |
Title IV Prevention of Chronic Disease and Improving Public Health
Title IV Prevention of Chronic Disease and Improving Public Health is a section of the Affordable Care Act that focuses on promoting wellness, preventing chronic illnesses, and strengthening public health initiatives in the United States.
|
E87672
|
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: Title IV Prevention of Chronic Disease and Improving Public Health | Statement: [Affordable Care Act, containsTitle, Title IV Prevention of Chronic Disease and Improving Public Health]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title IV Prevention of Chronic Disease and Improving Public Health Context triple: [Affordable Care Act, containsTitle, Title IV Prevention of Chronic Disease and Improving Public Health]
-
A.
National Center for Chronic Disease Prevention and Health Promotion
The National Center for Chronic Disease Prevention and Health Promotion is a major public health agency division focused on preventing and controlling chronic diseases and promoting healthy lifestyles across the United States.
-
B.
Bureau of Community Health and Prevention
The Bureau of Community Health and Prevention is a division of Massachusetts’ public health system that focuses on promoting wellness and preventing disease through community-based programs, policy initiatives, and health education.
-
C.
Behavioral Risk Factor Surveillance System
The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
-
D.
Public Health and Welfare Section
The Public Health and Welfare Section was a division of the Allied occupation authority in post–World War II Japan responsible for overseeing health, sanitation, and social welfare reforms.
-
E.
Office of Population Health
The Office of Population Health is a division within the Massachusetts Department of Public Health that focuses on improving health outcomes and reducing health disparities across communities through data-driven policies and programs.
- 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: Title IV Prevention of Chronic Disease and Improving Public Health Triple: [Affordable Care Act, containsTitle, Title IV Prevention of Chronic Disease and Improving Public Health]
Generated description
Title IV Prevention of Chronic Disease and Improving Public Health is a section of the Affordable Care Act that focuses on promoting wellness, preventing chronic illnesses, and strengthening public health initiatives in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title IV Prevention of Chronic Disease and Improving Public Health Target entity description: Title IV Prevention of Chronic Disease and Improving Public Health is a section of the Affordable Care Act that focuses on promoting wellness, preventing chronic illnesses, and strengthening public health initiatives in the United States.
-
A.
National Center for Chronic Disease Prevention and Health Promotion
The National Center for Chronic Disease Prevention and Health Promotion is a major public health agency division focused on preventing and controlling chronic diseases and promoting healthy lifestyles across the United States.
-
B.
Bureau of Community Health and Prevention
The Bureau of Community Health and Prevention is a division of Massachusetts’ public health system that focuses on promoting wellness and preventing disease through community-based programs, policy initiatives, and health education.
-
C.
Behavioral Risk Factor Surveillance System
The Behavioral Risk Factor Surveillance System is a large, ongoing U.S. health-related telephone survey system that collects data on health behaviors, chronic conditions, and preventive service use among adults.
-
D.
Public Health and Welfare Section
The Public Health and Welfare Section was a division of the Allied occupation authority in post–World War II Japan responsible for overseeing health, sanitation, and social welfare reforms.
-
E.
Office of Population Health
The Office of Population Health is a division within the Massachusetts Department of Public Health that focuses on improving health outcomes and reducing health disparities across communities through data-driven policies and programs.
- 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_69a4934d9930819099eed80096b0597d |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5d8c6148190a468f2d95f7ec91f |
completed | March 1, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a64a5f0de4819083457c86e5e93ba0 |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64b03246081908c20445a7a401008 |
completed | March 3, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64b4e9cec8190a3dcc378f853be0d |
completed | March 3, 2026, 2:45 a.m. |
Created at: March 1, 2026, 7:37 p.m.