Triple
T4089658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Title V Health Care Workforce |
E87673
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Title V of the Affordable Care Act
Title V of the Affordable Care Act is the section of the law that focuses on strengthening and expanding the U.S. health care workforce through training, education, and support programs for health professionals.
|
E14911
|
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 V of the Affordable Care Act | Statement: [Title V Health Care Workforce, alsoKnownAs, Title V of the Affordable Care Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title V of the Affordable Care Act Context triple: [Title V Health Care Workforce, alsoKnownAs, Title V of the Affordable Care Act]
-
A.
Affordable Care Act
The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
-
B.
Health Insurance Portability and Accountability Act
The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
-
C.
Title I, Part A
Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
-
D.
Title I of the Consolidated Appropriations Act, 2001
Title I of the Consolidated Appropriations Act, 2001 is the portion of a U.S. federal omnibus spending law that enacted the Community Renewal Tax Relief Act of 2000, providing various tax incentives aimed at economic development and community revitalization.
-
E.
Indian Health Care Improvement Act
The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
- 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 V of the Affordable Care Act Triple: [Title V Health Care Workforce, alsoKnownAs, Title V of the Affordable Care Act]
Generated description
Title V of the Affordable Care Act is the section of the law that focuses on strengthening and expanding the U.S. health care workforce through training, education, and support programs for health professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title V of the Affordable Care Act Target entity description: Title V of the Affordable Care Act is the section of the law that focuses on strengthening and expanding the U.S. health care workforce through training, education, and support programs for health professionals.
-
A.
Affordable Care Act
chosen
The Affordable Care Act is a landmark U.S. healthcare reform law enacted in 2010 that expanded health insurance coverage, introduced consumer protections, and sought to reduce overall healthcare costs.
-
B.
Health Insurance Portability and Accountability Act
The Health Insurance Portability and Accountability Act (HIPAA) is a U.S. federal law that sets national standards for protecting sensitive patient health information and improving the portability and continuity of health insurance coverage.
-
C.
Title I, Part A
Title I, Part A is the primary federal program that provides financial assistance to schools and districts with high numbers or percentages of children from low-income families to help ensure all students meet challenging academic standards.
-
D.
Title I of the Consolidated Appropriations Act, 2001
Title I of the Consolidated Appropriations Act, 2001 is the portion of a U.S. federal omnibus spending law that enacted the Community Renewal Tax Relief Act of 2000, providing various tax incentives aimed at economic development and community revitalization.
-
E.
Indian Health Care Improvement Act
The Indian Health Care Improvement Act is a key U.S. federal law that permanently authorizes and structures health care services for American Indians and Alaska Natives, aiming to raise their health status to the highest possible level.
- F. None of above.
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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefcab0a1c8190a1b0ca48ebc95b31 |
completed | March 9, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6651d48190915581eca783cf3b |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56c4c41c88190b00ab8fc43686afb |
completed | March 14, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56cc2ae948190a5e13992626dd547 |
completed | March 14, 2026, 2:12 p.m. |
Created at: March 9, 2026, 3:39 p.m.