Triple
T1613270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Health Service Act |
E34657
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object | Title II – General Powers and Duties of the Public Health Service |
E34657
|
NE FINISHED |
How this triple was built (2 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 – General Powers and Duties of the Public Health Service | Statement: [Public Health Service Act, containsTitle, Title II – General Powers and Duties of the Public Health Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title II – General Powers and Duties of the Public Health Service Context triple: [Public Health Service Act, containsTitle, Title II – General Powers and Duties of the Public Health Service]
-
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 Economic Opportunity Act of 1964 that established and funded the federal Head Start early childhood education program for low-income children.
-
C.
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.
-
D.
Public Health Service Act
chosen
The Public Health Service Act is a key U.S. federal law that organizes and authorizes national public health programs, including disease control, health research, and emergency response activities.
-
E.
Title II Role of Public Programs
Title II Role of Public Programs is a section of the Affordable Care Act that focuses on expanding and coordinating public health insurance programs like Medicaid and CHIP to improve coverage and access to care.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9098e245c8190b0169b648434aa49 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c751308190a89f6462ee365418 |
completed | March 8, 2026, 10:39 a.m. |
Created at: March 4, 2026, 7:28 p.m.