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.