Triple
T15643722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Labor (Taiwan) |
E376126
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Bureau of Labor Funds
The Bureau of Labor Funds is a Taiwanese government agency responsible for managing and investing national labor-related funds, including pension and employment insurance assets, under the Ministry of Labor.
|
E1168263
|
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: Bureau of Labor Funds | Statement: [Ministry of Labor (Taiwan), hasDivision, Bureau of Labor Funds]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Funds Context triple: [Ministry of Labor (Taiwan), hasDivision, Bureau of Labor Funds]
-
A.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
-
B.
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.
-
C.
United States Department of Commerce and Labor
The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
-
D.
Bureau of Labor Statistics
The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
-
E.
Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
- 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: Bureau of Labor Funds Triple: [Ministry of Labor (Taiwan), hasDivision, Bureau of Labor Funds]
Generated description
The Bureau of Labor Funds is a Taiwanese government agency responsible for managing and investing national labor-related funds, including pension and employment insurance assets, under the Ministry of Labor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Funds Target entity description: The Bureau of Labor Funds is a Taiwanese government agency responsible for managing and investing national labor-related funds, including pension and employment insurance assets, under the Ministry of Labor.
-
A.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
-
B.
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.
-
C.
United States Department of Commerce and Labor
The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
-
D.
Bureau of Labor Statistics
The Bureau of Labor Statistics is the principal U.S. federal agency responsible for collecting, analyzing, and disseminating essential economic data on labor market activity, prices, and productivity.
-
E.
Office of the Secretary of Labor
The Office of the Secretary of Labor is the top executive office within the U.S. Department of Labor, responsible for overseeing national labor policies, worker protections, and the department’s various agencies and divisions.
- 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.