Triple
T8186304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 104-191 |
E191191
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object |
Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform
Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform is the section of the Health Insurance Portability and Accountability Act (HIPAA) that establishes national standards to combat health care fraud, protect patient information, and streamline the administration of health insurance.
|
E717989
|
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 II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform | Statement: [Public Law 104-191, title, Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform Context triple: [Public Law 104-191, title, Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform]
-
A.
Title II
Title II is a major federal education funding program that supports improving teacher quality and professional development in K–12 schools across the United States.
-
B.
Title II
Title II is the section of the Digital Millennium Copyright Act that establishes safe harbor provisions limiting online service providers’ liability for copyright-infringing content posted by their users.
-
C.
Title II
Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
-
D.
Title II
Title II is the section of the Americans with Disabilities Act that prohibits disability-based discrimination by state and local governments and requires equal access to their programs, services, and activities.
-
E.
Title II
Title II is the section of the Genetic Information Nondiscrimination Act of 2008 that prohibits employers from using individuals’ genetic information in employment decisions and restricts the acquisition and disclosure of such information.
- 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 II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform Triple: [Public Law 104-191, title, Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform]
Generated description
Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform is the section of the Health Insurance Portability and Accountability Act (HIPAA) that establishes national standards to combat health care fraud, protect patient information, and streamline the administration of health insurance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform Target entity description: Title II – Preventing Health Care Fraud and Abuse; Administrative Simplification; Medical Liability Reform is the section of the Health Insurance Portability and Accountability Act (HIPAA) that establishes national standards to combat health care fraud, protect patient information, and streamline the administration of health insurance.
-
A.
Title II
Title II is a major federal education funding program that supports improving teacher quality and professional development in K–12 schools across the United States.
-
B.
Title II
Title II is the section of the Digital Millennium Copyright Act that establishes safe harbor provisions limiting online service providers’ liability for copyright-infringing content posted by their users.
-
C.
Title II
Title II is the section of the Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
-
D.
Title II
Title II is the section of the Americans with Disabilities Act that prohibits disability-based discrimination by state and local governments and requires equal access to their programs, services, and activities.
-
E.
Title II
Title II is the section of the Genetic Information Nondiscrimination Act of 2008 that prohibits employers from using individuals’ genetic information in employment decisions and restricts the acquisition and disclosure of such information.
- 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_69ca82c5b6948190a583c096fb0a6c71 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4c52407c8190bd366fce6d4e02cd |
completed | March 31, 2026, 4:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cced7a109c819092d43d9e3cfc0706 |
completed | April 1, 2026, 10:03 a.m. |
| NEDg | Description generation | batch_69ccf09b827881908e7fd7e9ff251674 |
completed | April 1, 2026, 10:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd0579b6d08190a5c68d730e1c6284 |
completed | April 1, 2026, 11:46 a.m. |
Created at: March 30, 2026, 5:41 p.m.