Triple
T15643710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Labor (Taiwan) |
E376126
|
entity |
| Predicate | responsibility |
P268
|
FINISHED |
| Object |
labor insurance administration
The labor insurance administration in Taiwan is the government body that manages and oversees the nation’s labor insurance and related worker protection programs under the Ministry of Labor.
|
E1168259
|
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: labor insurance administration | Statement: [Ministry of Labor (Taiwan), responsibility, labor insurance administration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: labor insurance administration Context triple: [Ministry of Labor (Taiwan), responsibility, labor insurance administration]
-
A.
Social Insurance and Allied Services
Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
-
B.
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.
-
C.
Office of the Assistant Secretaries of Labor
The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
-
D.
Administrative Review Board of the U.S. Department of Labor
The Administrative Review Board of the U.S. Department of Labor is an appellate body that issues final agency decisions in certain labor, employment, and whistleblower cases after initial rulings by departmental administrative law judges.
-
E.
Office of Workers’ Compensation Programs
The Office of Workers’ Compensation Programs is a U.S. Department of Labor agency that administers federal workers’ compensation benefits for employees injured or ill due to their employment.
- 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: labor insurance administration Triple: [Ministry of Labor (Taiwan), responsibility, labor insurance administration]
Generated description
The labor insurance administration in Taiwan is the government body that manages and oversees the nation’s labor insurance and related worker protection programs under the Ministry of Labor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: labor insurance administration Target entity description: The labor insurance administration in Taiwan is the government body that manages and oversees the nation’s labor insurance and related worker protection programs under the Ministry of Labor.
-
A.
Social Insurance and Allied Services
Social Insurance and Allied Services is the formal title of the 1942 Beveridge Report, a landmark British government document that laid the foundations for the modern welfare state and social security system in the United Kingdom.
-
B.
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.
-
C.
Office of the Assistant Secretaries of Labor
The Office of the Assistant Secretaries of Labor is a senior leadership body within the U.S. Department of Labor composed of multiple assistant secretaries who oversee and coordinate the department’s major policy, enforcement, and administrative divisions.
-
D.
Administrative Review Board of the U.S. Department of Labor
The Administrative Review Board of the U.S. Department of Labor is an appellate body that issues final agency decisions in certain labor, employment, and whistleblower cases after initial rulings by departmental administrative law judges.
-
E.
Office of Workers’ Compensation Programs
The Office of Workers’ Compensation Programs is a U.S. Department of Labor agency that administers federal workers’ compensation benefits for employees injured or ill due to their employment.
- 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.