Triple
T418542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bureau of Labor Statistics |
E8047
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Bureau of Labor
The Bureau of Labor was an early U.S. federal agency responsible for collecting and analyzing labor and employment data before its functions were expanded and formalized under the Bureau of Labor Statistics.
|
E8047
|
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 | Statement: [Bureau of Labor Statistics, precededBy, Bureau of Labor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Context triple: [Bureau of Labor Statistics, precededBy, Bureau of Labor]
-
A.
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.
-
B.
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.
-
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.
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.
Women’s Bureau
The Women’s Bureau is a U.S. federal agency that advocates for and researches issues affecting women in the workforce, including pay equity, working conditions, and employment opportunities.
- 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 Triple: [Bureau of Labor Statistics, precededBy, Bureau of Labor]
Generated description
The Bureau of Labor was an early U.S. federal agency responsible for collecting and analyzing labor and employment data before its functions were expanded and formalized under the Bureau of Labor Statistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Target entity description: The Bureau of Labor was an early U.S. federal agency responsible for collecting and analyzing labor and employment data before its functions were expanded and formalized under the Bureau of Labor Statistics.
-
A.
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.
-
B.
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.
-
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.
Bureau of Labor Statistics
chosen
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.
Women’s Bureau
The Women’s Bureau is a U.S. federal agency that advocates for and researches issues affecting women in the workforce, including pay equity, working conditions, and employment opportunities.
- 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_69a2e7f1d1bc81909cf2dc9754a3c334 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ee917de48190965fba455efd2320 |
completed | Feb. 28, 2026, 1:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a447fa97ac8190b8a19ded2d0f520e |
completed | March 1, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69a44b9ab54c8190a0f74337479b9d7b |
completed | March 1, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a44bf14ab88190bc8e699049fcdbc1 |
completed | March 1, 2026, 2:23 p.m. |
Created at: Feb. 28, 2026, 1:11 p.m.