Triple
T85433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Department of Labor |
E1719
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Employment and Training Administration
The Employment and Training Administration is a U.S. federal agency that administers workforce development, job training, and unemployment insurance programs to support workers and employers.
|
E1719
|
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: Employment and Training Administration | Statement: [United States Department of Labor, hasDivision, Employment and Training Administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Employment and Training Administration Context triple: [United States Department of Labor, hasDivision, Employment and Training Administration]
-
A.
United States Department of Labor
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
-
B.
Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
-
C.
Social Security Administration
The Social Security Administration is an independent U.S. government agency that oversees and delivers retirement, disability, and survivors’ benefits to eligible individuals.
-
D.
United States Department of Housing and Urban Development
The United States Department of Housing and Urban Development is a federal executive agency responsible for national policies and programs that address housing needs, fair housing laws, and urban development.
-
E.
Protective Services Bureau
The Protective Services Bureau is a specialized division of the United States Capitol Police responsible for safeguarding members of Congress, key facilities, and critical events associated with the U.S. Capitol.
- 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: Employment and Training Administration Triple: [United States Department of Labor, hasDivision, Employment and Training Administration]
Generated description
The Employment and Training Administration is a U.S. federal agency that administers workforce development, job training, and unemployment insurance programs to support workers and employers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Employment and Training Administration Target entity description: The Employment and Training Administration is a U.S. federal agency that administers workforce development, job training, and unemployment insurance programs to support workers and employers.
-
A.
United States Department of Labor
chosen
The United States Department of Labor is a federal executive department responsible for promoting the welfare of wage earners, improving working conditions, and overseeing labor-related laws and programs in the United States.
-
B.
Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
-
C.
Social Security Administration
The Social Security Administration is an independent U.S. government agency that oversees and delivers retirement, disability, and survivors’ benefits to eligible individuals.
-
D.
United States Department of Education
The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
-
E.
National Labor Relations Board
The National Labor Relations Board is an independent U.S. federal agency that oversees and enforces labor laws related to collective bargaining and unfair labor practices in the private sector.
- F. None of above.
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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4fa22c819096152bb577e11fa6 |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25554ea408190b39de01c3ba5e28f |
completed | Feb. 28, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_69a257e5722081909faa8cd7eb2c2381 |
completed | Feb. 28, 2026, 2:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25852af8c8190866bd514510661c8 |
completed | Feb. 28, 2026, 2:52 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.