Triple
T15643721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Labor (Taiwan) |
E376126
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Bureau of Labor Insurance
The Bureau of Labor Insurance is a Taiwanese government agency responsible for administering labor-related social insurance programs such as labor insurance, employment insurance, and related benefits for workers.
|
E1168262
|
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 Insurance | Statement: [Ministry of Labor (Taiwan), hasDivision, Bureau of Labor Insurance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Insurance Context triple: [Ministry of Labor (Taiwan), hasDivision, Bureau of Labor Insurance]
-
A.
Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
-
B.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
-
C.
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.
-
D.
Federal Social Insurance Office
The Federal Social Insurance Office is a Swiss federal authority responsible for implementing and supervising national social insurance schemes such as pensions, disability insurance, and family allowances.
-
E.
Institute for Social Security and Services for State Workers
The Institute for Social Security and Services for State Workers is a Mexican public institution that provides social security, healthcare, and related benefits to federal government employees and their families.
- 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 Insurance Triple: [Ministry of Labor (Taiwan), hasDivision, Bureau of Labor Insurance]
Generated description
The Bureau of Labor Insurance is a Taiwanese government agency responsible for administering labor-related social insurance programs such as labor insurance, employment insurance, and related benefits for workers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Insurance Target entity description: The Bureau of Labor Insurance is a Taiwanese government agency responsible for administering labor-related social insurance programs such as labor insurance, employment insurance, and related benefits for workers.
-
A.
Social Security Board
The Social Security Board was the federal agency originally established to administer and oversee the United States' Social Security program, including the registration of workers and the distribution of benefits.
-
B.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
-
C.
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.
-
D.
Federal Social Insurance Office
The Federal Social Insurance Office is a Swiss federal authority responsible for implementing and supervising national social insurance schemes such as pensions, disability insurance, and family allowances.
-
E.
Institute for Social Security and Services for State Workers
The Institute for Social Security and Services for State Workers is a Mexican public institution that provides social security, healthcare, and related benefits to federal government employees and their families.
- 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.