Triple
T15327891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oregon Community College and Workforce Development |
E366458
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Oregon Workforce Investment Boards
Oregon Workforce Investment Boards are regional bodies in Oregon that coordinate workforce development strategies and funding to align education, training, and employment services with local labor market needs.
|
E1150284
|
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: Oregon Workforce Investment Boards | Statement: [Oregon Community College and Workforce Development, worksWith, Oregon Workforce Investment Boards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oregon Workforce Investment Boards Context triple: [Oregon Community College and Workforce Development, worksWith, Oregon Workforce Investment Boards]
-
A.
California Workforce Development Board
The California Workforce Development Board is a state-level body that develops and advises on workforce development policy, programs, and funding to strengthen California’s labor market and support job seekers and employers.
-
B.
Oregon Bureau of Labor and Industries
The Oregon Bureau of Labor and Industries is a state agency responsible for enforcing labor laws, protecting civil rights in employment and public accommodations, and overseeing apprenticeship and wage standards in Oregon.
-
C.
Oregon Employment Department
The Oregon Employment Department is a state agency responsible for administering unemployment insurance, workforce development, and labor market information services in Oregon.
-
D.
Oregon Business Development Department
The Oregon Business Development Department is a state agency that promotes economic growth, supports businesses, and fosters community development throughout Oregon.
-
E.
Washington State Department of Labor and Industries
The Washington State Department of Labor and Industries is a state agency responsible for regulating workplace safety, workers’ compensation, and labor standards for employees and employers in Washington.
- 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: Oregon Workforce Investment Boards Triple: [Oregon Community College and Workforce Development, worksWith, Oregon Workforce Investment Boards]
Generated description
Oregon Workforce Investment Boards are regional bodies in Oregon that coordinate workforce development strategies and funding to align education, training, and employment services with local labor market needs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oregon Workforce Investment Boards Target entity description: Oregon Workforce Investment Boards are regional bodies in Oregon that coordinate workforce development strategies and funding to align education, training, and employment services with local labor market needs.
-
A.
California Workforce Development Board
The California Workforce Development Board is a state-level body that develops and advises on workforce development policy, programs, and funding to strengthen California’s labor market and support job seekers and employers.
-
B.
Oregon Bureau of Labor and Industries
The Oregon Bureau of Labor and Industries is a state agency responsible for enforcing labor laws, protecting civil rights in employment and public accommodations, and overseeing apprenticeship and wage standards in Oregon.
-
C.
Oregon Employment Department
The Oregon Employment Department is a state agency responsible for administering unemployment insurance, workforce development, and labor market information services in Oregon.
-
D.
Oregon Business Development Department
The Oregon Business Development Department is a state agency that promotes economic growth, supports businesses, and fosters community development throughout Oregon.
-
E.
Washington State Department of Labor and Industries
The Washington State Department of Labor and Industries is a state agency responsible for regulating workplace safety, workers’ compensation, and labor standards for employees and employers in Washington.
- 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_69d85a121520819093dcce999fdefe1a |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03dffd6f88190a0f031ee90c6a7d2 |
completed | April 16, 2026, 1:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef8af92a88190bd47f1a484f25eb1 |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefd14736481908cf6b75b74a80f0f |
completed | May 9, 2026, 9:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefd887b6c8190a9ac41a7eadf94f1 |
completed | May 9, 2026, 9:25 a.m. |
Created at: April 10, 2026, 3:16 a.m.