Triple
T13639751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Labour and Welfare Bureau |
E325942
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Labour Department
The Labour Department is a government agency responsible for formulating and enforcing labour policies, employment services, and workplace standards.
|
E575846
|
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: Labour Department | Statement: [Labour and Welfare Bureau, oversees, Labour Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Labour Department Context triple: [Labour and Welfare Bureau, oversees, Labour Department]
-
A.
Ministry of Labor
The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
-
B.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
-
C.
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.
-
D.
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.
-
E.
Ministry of Labour and Social Welfare
The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
- 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: Labour Department Triple: [Labour and Welfare Bureau, oversees, Labour Department]
Generated description
The Labour Department is a government agency responsible for formulating and enforcing labour policies, employment services, and workplace standards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Labour Department Target entity description: The Labour Department is a government agency responsible for formulating and enforcing labour policies, employment services, and workplace standards.
-
A.
Ministry of Labor
chosen
The Ministry of Labor is a government department responsible for overseeing employment policies, labor regulations, and workforce welfare within a country.
-
B.
Labor Bureau
The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
-
C.
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.
-
D.
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.
-
E.
Ministry of Labour and Social Welfare
The Ministry of Labour and Social Welfare was a governmental body in postwar Poland responsible for employment policy, labor relations, and social assistance programs.
- F. None of above.
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_69d8076beddc8190a53156f5bea77f5e |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc5aac7308190a3fd26baeade8f2a |
completed | April 12, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f78af46fe481909c6f9a6f58f887d1 |
completed | May 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69f78bd316788190a245e8199f6ac87b |
completed | May 3, 2026, 5:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78c9f543481909a0de6a0c3bb041f |
completed | May 3, 2026, 5:57 p.m. |
Created at: April 9, 2026, 9:51 p.m.