Triple

T1613269
Position Surface form Disambiguated ID Type / Status
Subject Public Health Service Act E34657 entity
Predicate containsTitle P3254 FINISHED
Object 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.
 E183393 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 I – The Public Health Service | Statement: [Public Health Service Act, containsTitle, Title I – The Public Health Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Title I – The Public Health Service
Context triple: [Public Health Service Act, containsTitle, Title I – The Public Health Service]
  • A. 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.
  • B. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • C. Title I—General Provisions and Policies
    Title I—General Provisions and Policies is the section of the Cranston-Gonzalez National Affordable Housing Act that sets out the overarching purposes, definitions, and policy framework guiding the Act’s affordable housing programs.
  • D. 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.
  • E. Title 29
    Title 29 is the section of the U.S. Code of Federal Regulations that governs labor standards, employment practices, and workplace safety and health.
  • 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 I – The Public Health Service
Triple: [Public Health Service Act, containsTitle, Title I – The Public Health Service]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Title I – The Public Health Service
Target entity description: 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.
  • A. 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.
  • B. Title I
    Title I is the section of the Economic Opportunity Act of 1964 that established and authorized the federal Job Corps program to provide education, training, and employment opportunities for disadvantaged youth.
  • C. Title I—General Provisions and Policies
    Title I—General Provisions and Policies is the section of the Cranston-Gonzalez National Affordable Housing Act that sets out the overarching purposes, definitions, and policy framework guiding the Act’s affordable housing programs.
  • D. 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.
  • E. Title 29
    Title 29 is the section of the U.S. Code of Federal Regulations that governs labor standards, employment practices, and workplace safety and health.
  • 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_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.
NEDg Description generation batch_69ad52f6b15c819097d4e56884e31600 completed March 8, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69ad53536a108190b97b7017ad567ad5 completed March 8, 2026, 10:45 a.m.
Created at: March 4, 2026, 7:28 p.m.