Triple

T8264176

Position	Surface form	Disambiguated ID	Type / Status
Subject	Office of Population Affairs	`E193261`	entity
Predicate	legalBasis	`P125`	FINISHED
Object	Title X of the Public Health Service Act Title X of the Public Health Service Act is a U.S. federal law that funds and governs nationwide family planning and related preventive health services, particularly for low-income and uninsured individuals.	`E722084`	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 X of the Public Health Service Act | Statement: [Office of Population Affairs, legalBasis, Title X of the Public Health Service Act]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Title X of the Public Health Service Act
Context triple: [Office of Population Affairs, legalBasis, Title X of the Public Health Service Act]

A. Title I – The Public Health Service
Title I – The Public Health Service is the section of U.S. federal health law that establishes and organizes the core functions, authorities, and structure of the national Public Health Service.
B. Public Health Service Act
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.
C. Title 21
Title 21 is the section of the U.S. Code of Federal Regulations that primarily governs food and drugs, including the oversight of the Food and Drug Administration (FDA).
D. Title XIX of the Social Security Act
Title XIX of the Social Security Act is the federal law that established the Medicaid program, providing medical assistance to low-income individuals and families in the United States.
E. Title 9
Title 9 is the section of the U.S. Code of Federal Regulations that governs federal rules related to animals and animal products, including agriculture and livestock.
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 X of the Public Health Service Act
Triple: [Office of Population Affairs, legalBasis, Title X of the Public Health Service Act]

Generated description

Title X of the Public Health Service Act is a U.S. federal law that funds and governs nationwide family planning and related preventive health services, particularly for low-income and uninsured individuals.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Title X of the Public Health Service Act
Target entity description: Title X of the Public Health Service Act is a U.S. federal law that funds and governs nationwide family planning and related preventive health services, particularly for low-income and uninsured individuals.

A. Title I – The Public Health Service
Title I – The Public Health Service is the section of U.S. federal health law that establishes and organizes the core functions, authorities, and structure of the national Public Health Service.
B. Public Health Service Act
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.
C. Title 21
Title 21 is the section of the U.S. Code of Federal Regulations that primarily governs food and drugs, including the oversight of the Food and Drug Administration (FDA).
D. Title XIX of the Social Security Act
Title XIX of the Social Security Act is the federal law that established the Medicaid program, providing medical assistance to low-income individuals and families in the United States.
E. Title 9
Title 9 is the section of the U.S. Code of Federal Regulations that governs federal rules related to animals and animal products, including agriculture and livestock.
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_69ca82e081d48190986beaa51f498ab9`	completed	March 30, 2026, 2:04 p.m.
NER	Named-entity recognition	`batch_69cb793aa8f08190b20b3616ceb9bec7`	completed	March 31, 2026, 7:35 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cd357b0ae081909fdaeab31624e6f1`	completed	April 1, 2026, 3:10 p.m.
NEDg	Description generation	`batch_69cd4e5e9a2c819099a65053a12c8fde`	completed	April 1, 2026, 4:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69cd507ce2a881909da6871a9f6df119`	completed	April 1, 2026, 5:06 p.m.

Created at: March 30, 2026, 5:49 p.m.