Triple
T15643725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Labor (Taiwan) |
E376126
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Cross-Border Workforce Management Division
The Cross-Border Workforce Management Division is a unit of Taiwan’s Ministry of Labor responsible for overseeing policies, regulations, and administration related to foreign and cross-border workers.
|
E1168266
|
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: Cross-Border Workforce Management Division | Statement: [Ministry of Labor (Taiwan), hasDivision, Cross-Border Workforce Management Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cross-Border Workforce Management Division Context triple: [Ministry of Labor (Taiwan), hasDivision, Cross-Border Workforce Management Division]
-
A.
Bureau of Global Talent Management
The Bureau of Global Talent Management is a U.S. State Department bureau responsible for recruiting, developing, and managing the global workforce of American diplomats and foreign service personnel.
-
B.
Immigrant and Employee Rights Section
The Immigrant and Employee Rights Section is a unit of the U.S. Department of Justice that enforces federal laws protecting workers from employment discrimination based on citizenship status or national origin.
-
C.
Workplace Management
Workplace Management is a book by Taiichi Ohno that outlines his principles and practices for improving efficiency and productivity in manufacturing and workplace operations.
-
D.
Human Resources Branch
The Human Resources Branch is a division of the FBI responsible for managing the bureau’s workforce, including recruitment, training, personnel policy, and employee services.
-
E.
Department for Organizational Work
The Department for Organizational Work is a structural unit within the Office of the President of Ukraine responsible for coordinating and supporting the internal organization and functioning of the presidential administration.
- 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: Cross-Border Workforce Management Division Triple: [Ministry of Labor (Taiwan), hasDivision, Cross-Border Workforce Management Division]
Generated description
The Cross-Border Workforce Management Division is a unit of Taiwan’s Ministry of Labor responsible for overseeing policies, regulations, and administration related to foreign and cross-border workers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cross-Border Workforce Management Division Target entity description: The Cross-Border Workforce Management Division is a unit of Taiwan’s Ministry of Labor responsible for overseeing policies, regulations, and administration related to foreign and cross-border workers.
-
A.
Bureau of Global Talent Management
The Bureau of Global Talent Management is a U.S. State Department bureau responsible for recruiting, developing, and managing the global workforce of American diplomats and foreign service personnel.
-
B.
Immigrant and Employee Rights Section
The Immigrant and Employee Rights Section is a unit of the U.S. Department of Justice that enforces federal laws protecting workers from employment discrimination based on citizenship status or national origin.
-
C.
Workplace Management
Workplace Management is a book by Taiichi Ohno that outlines his principles and practices for improving efficiency and productivity in manufacturing and workplace operations.
-
D.
Human Resources Branch
The Human Resources Branch is a division of the FBI responsible for managing the bureau’s workforce, including recruitment, training, personnel policy, and employee services.
-
E.
Department for Organizational Work
The Department for Organizational Work is a structural unit within the Office of the President of Ukraine responsible for coordinating and supporting the internal organization and functioning of the presidential administration.
- 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.