Triple
T6998252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Labor and Workforce Development Agency |
E162270
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
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.
|
E635305
|
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: California Workforce Development Board | Statement: [California Labor and Workforce Development Agency, oversees, California Workforce Development Board]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California Workforce Development Board Context triple: [California Labor and Workforce Development Agency, oversees, California Workforce Development Board]
-
A.
California Employment Development Department
The California Employment Development Department is a state agency responsible for administering unemployment insurance, disability insurance, paid family leave, and various workforce and labor market programs in California.
-
B.
California Labor and Workforce Development Agency
The California Labor and Workforce Development Agency is a state government entity responsible for overseeing labor laws, workplace standards, and employment and workforce development programs in California.
-
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.
San Francisco Office of Economic and Workforce Development
The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
-
E.
California Commission for Economic Development
The California Commission for Economic Development is a state body that advises on and promotes policies to foster economic growth, business development, and job creation in California.
- 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: California Workforce Development Board Triple: [California Labor and Workforce Development Agency, oversees, California Workforce Development Board]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: California Workforce Development Board Target entity description: 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.
-
A.
California Employment Development Department
The California Employment Development Department is a state agency responsible for administering unemployment insurance, disability insurance, paid family leave, and various workforce and labor market programs in California.
-
B.
California Labor and Workforce Development Agency
The California Labor and Workforce Development Agency is a state government entity responsible for overseeing labor laws, workplace standards, and employment and workforce development programs in California.
-
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.
San Francisco Office of Economic and Workforce Development
The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
-
E.
California Commission for Economic Development
The California Commission for Economic Development is a state body that advises on and promotes policies to foster economic growth, business development, and job creation in California.
- 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbeef57881909245c8a5374a8111 |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a2465908190b69454f6215365b0 |
completed | March 28, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69c76b67fc48819088ba80f1f84aa2f0 |
completed | March 28, 2026, 5:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76c46f9308190a7a1f0aa5284cef4 |
completed | March 28, 2026, 5:51 a.m. |
Created at: March 27, 2026, 2:33 p.m.