Triple
T15643719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Labor (Taiwan) |
E376126
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Workforce Development Agency
The Workforce Development Agency is a Taiwanese government body responsible for planning and implementing national workforce training, employment services, and labor skill development policies.
|
E1168260
|
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: Workforce Development Agency | Statement: [Ministry of Labor (Taiwan), hasDivision, Workforce Development Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Workforce Development Agency Context triple: [Ministry of Labor (Taiwan), hasDivision, Workforce Development Agency]
-
A.
Office of Economic and Workforce Development
The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
-
B.
Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
-
C.
Committee on Workforce Development
The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
-
D.
State Workforce Agency
A State Workforce Agency is a state-level government body responsible for administering employment services, job training, and labor market programs, including certifying eligibility for incentives like the Work Opportunity Tax Credit.
-
E.
Office of Labor Affairs
The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
- 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: Workforce Development Agency Triple: [Ministry of Labor (Taiwan), hasDivision, Workforce Development Agency]
Generated description
The Workforce Development Agency is a Taiwanese government body responsible for planning and implementing national workforce training, employment services, and labor skill development policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Workforce Development Agency Target entity description: The Workforce Development Agency is a Taiwanese government body responsible for planning and implementing national workforce training, employment services, and labor skill development policies.
-
A.
Office of Economic and Workforce Development
The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
-
B.
Executive Office of Labor and Workforce Development
The Executive Office of Labor and Workforce Development is a Massachusetts state agency responsible for overseeing labor standards, workforce development, unemployment assistance, and related employment services.
-
C.
Committee on Workforce Development
The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
-
D.
State Workforce Agency
A State Workforce Agency is a state-level government body responsible for administering employment services, job training, and labor market programs, including certifying eligibility for incentives like the Work Opportunity Tax Credit.
-
E.
Office of Labor Affairs
The Office of Labor Affairs is a specialized unit within the U.S. government that handles international labor issues and labor provisions in trade agreements.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed400ec8190a14a9f7cf3092865 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f4d49188190855a895c5844dee0 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff614906cc81909d978d8645045af3 |
completed | May 9, 2026, 4:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff61b3b3f08190a2a1e1010684a316 |
completed | May 9, 2026, 4:32 p.m. |
Created at: April 10, 2026, 4:15 a.m.