Triple
T2797479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Employment and Training Administration |
E53072
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
American Job Centers
American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
|
E299495
|
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: American Job Centers | Statement: [Employment and Training Administration, collaboratesWith, American Job Centers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: American Job Centers Context triple: [Employment and Training Administration, collaboratesWith, American Job Centers]
-
A.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
B.
Office of Economic Opportunity
The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
-
C.
Employment Service
Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
-
D.
Massachusetts Department of Transitional Assistance
The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
-
E.
District of Columbia Department of Employment Services
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
- 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: American Job Centers Triple: [Employment and Training Administration, collaboratesWith, American Job Centers]
Generated description
American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: American Job Centers Target entity description: American Job Centers are a nationwide network of one-stop career centers in the United States that provide job seekers and employers with employment, training, and workforce development services.
-
A.
Job Corps
Job Corps is a U.S. federal program that provides free education and vocational training to young people to help them gain employment and economic self-sufficiency.
-
B.
Office of Economic Opportunity
The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
-
C.
Employment Service
Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
-
D.
Massachusetts Department of Transitional Assistance
The Massachusetts Department of Transitional Assistance is a state agency that administers public assistance programs such as food, cash, and employment support for low-income individuals and families in Massachusetts.
-
E.
District of Columbia Department of Employment Services
The District of Columbia Department of Employment Services is the city’s primary labor and workforce agency, responsible for job placement, unemployment insurance, and employment-related services for residents and employers.
- 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_69ab495a90788190941b6917e1eca3a6 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abddf0f4988190bffc3abab7edbb81 |
completed | March 7, 2026, 8:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afc66798148190bd7b163043167409 |
completed | March 10, 2026, 7:21 a.m. |
| NEDg | Description generation | batch_69afc6e6d4bc81908108fe24677448c3 |
completed | March 10, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afc792051c8190b8c95156e5fcfe2f |
completed | March 10, 2026, 7:26 a.m. |
Created at: March 6, 2026, 9:58 p.m.