Triple
T12528358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | American Job Centers |
E299495
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
public workforce system of the United States
The public workforce system of the United States is the nationwide network of government-funded programs and centers that provide job search assistance, training, and employment services to workers and employers.
|
E986331
|
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: public workforce system of the United States | Statement: [American Job Centers, partOf, public workforce system of the United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: public workforce system of the United States Context triple: [American Job Centers, partOf, public workforce system of the United States]
-
A.
United States labor law
United States labor law is the body of federal and state statutes, regulations, and case law that governs the rights and obligations of workers, employers, and unions in the United States, including issues such as wages, hours, workplace safety, discrimination, and collective bargaining.
-
B.
United States Social Security system
The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
-
C.
United States occupational safety and health system
The United States occupational safety and health system is the national framework of laws, agencies, standards, and research programs that work together to prevent work-related injuries, illnesses, and deaths across American workplaces.
-
D.
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.
-
E.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
- 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: public workforce system of the United States Triple: [American Job Centers, partOf, public workforce system of the United States]
Generated description
The public workforce system of the United States is the nationwide network of government-funded programs and centers that provide job search assistance, training, and employment services to workers and employers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: public workforce system of the United States Target entity description: The public workforce system of the United States is the nationwide network of government-funded programs and centers that provide job search assistance, training, and employment services to workers and employers.
-
A.
United States labor law
United States labor law is the body of federal and state statutes, regulations, and case law that governs the rights and obligations of workers, employers, and unions in the United States, including issues such as wages, hours, workplace safety, discrimination, and collective bargaining.
-
B.
United States Social Security system
The United States Social Security system is a federal program that provides retirement, disability, and survivors’ benefits funded primarily through payroll taxes to offer income security for eligible workers and their families.
-
C.
United States occupational safety and health system
The United States occupational safety and health system is the national framework of laws, agencies, standards, and research programs that work together to prevent work-related injuries, illnesses, and deaths across American workplaces.
-
D.
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.
-
E.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9545e90948190980bd4d64964a0f2 |
completed | April 10, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc674e881908673e1f9103cc8be |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64c7c5d04819094fcbee0a4b5cbb4 |
completed | May 2, 2026, 7:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64d668e548190979b3da72fe21ae7 |
completed | May 2, 2026, 7:15 p.m. |
Created at: April 8, 2026, 9:57 p.m.