Triple

T4892501
Position Surface form Disambiguated ID Type / Status
Subject Directorate of Enforcement Programs E109596 entity
Predicate oversees P46 FINISHED
Object National Emphasis Programs
National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
E479355 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: National Emphasis Programs | Statement: [Directorate of Enforcement Programs, oversees, National Emphasis Programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Emphasis Programs
Context triple: [Directorate of Enforcement Programs, oversees, National Emphasis Programs]
  • A. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • B. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • C. Subsidiary Action Programs
    Subsidiary Action Programs are regional, cooperative investment and development initiatives under the Nile Basin Initiative that implement joint projects among groups of Nile Basin countries.
  • D. National Priorities List
    The National Priorities List is the U.S. Environmental Protection Agency’s roster of the most serious uncontrolled or abandoned hazardous waste sites prioritized for long-term cleanup.
  • E. United States federal programs
    United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
  • 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: National Emphasis Programs
Triple: [Directorate of Enforcement Programs, oversees, National Emphasis Programs]
Generated description
National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Emphasis Programs
Target entity description: National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
  • A. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • B. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • C. Subsidiary Action Programs
    Subsidiary Action Programs are regional, cooperative investment and development initiatives under the Nile Basin Initiative that implement joint projects among groups of Nile Basin countries.
  • D. National Priorities List
    The National Priorities List is the U.S. Environmental Protection Agency’s roster of the most serious uncontrolled or abandoned hazardous waste sites prioritized for long-term cleanup.
  • E. United States federal programs
    United States federal programs are government-funded initiatives and services administered at the national level to implement public policy, provide social and economic support, and regulate various sectors across the country.
  • 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_69bd4410bbf88190aad50d2451c863d6 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e257b0481909fd60eb29351b6d8 completed March 20, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fc2f00881908cae1e68df2019e3 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be719fca14819088006bfa592ae5d3 completed March 21, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_69be720c2ca88190beed1944a7063197 completed March 21, 2026, 10:25 a.m.
Created at: March 20, 2026, 1:28 p.m.