Triple
T18519916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 107-347 (Title V) |
E452556
|
entity |
| Predicate | designates |
P974
|
FINISHED |
| Object |
Bureau of Labor Statistics as a statistical agency eligible for data sharing
The Bureau of Labor Statistics is a principal U.S. federal statistical agency that produces key economic and labor market data used for policymaking, research, and public information.
|
E1331709
|
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 Statistics as a statistical agency eligible for data sharing | Statement: [Public Law 107-347 (Title V), designates, Bureau of Labor Statistics as a statistical agency eligible for data sharing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Statistics as a statistical agency eligible for data sharing Context triple: [Public Law 107-347 (Title V), designates, Bureau of Labor Statistics as a statistical agency eligible for data sharing]
-
A.
Bureau of the Census as a statistical agency eligible for data sharing
The Bureau of the Census is the principal U.S. federal statistical agency responsible for collecting, analyzing, and disseminating data about the nation’s population and economy.
-
B.
U.S. Federal Statistical System
The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.
-
C.
Fundamental Principles of Official Statistics
The Fundamental Principles of Official Statistics are a set of internationally agreed guidelines that define the professional and ethical standards for producing reliable, impartial, and high-quality official statistics.
-
D.
Babson’s Statistical Organization
Babson’s Statistical Organization was an early 20th-century economic and financial analysis firm known for providing business forecasts and market statistics to investors and corporations.
-
E.
Statistics Act
The Statistics Act is the Canadian federal law that governs the collection, analysis, and dissemination of official statistics, establishing the authority and responsibilities of Statistics Canada.
- 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 Statistics as a statistical agency eligible for data sharing Triple: [Public Law 107-347 (Title V), designates, Bureau of Labor Statistics as a statistical agency eligible for data sharing]
Generated description
The Bureau of Labor Statistics is a principal U.S. federal statistical agency that produces key economic and labor market data used for policymaking, research, and public information.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bureau of Labor Statistics as a statistical agency eligible for data sharing Target entity description: The Bureau of Labor Statistics is a principal U.S. federal statistical agency that produces key economic and labor market data used for policymaking, research, and public information.
-
A.
Bureau of the Census as a statistical agency eligible for data sharing
The Bureau of the Census is the principal U.S. federal statistical agency responsible for collecting, analyzing, and disseminating data about the nation’s population and economy.
-
B.
U.S. Federal Statistical System
The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.
-
C.
Fundamental Principles of Official Statistics
The Fundamental Principles of Official Statistics are a set of internationally agreed guidelines that define the professional and ethical standards for producing reliable, impartial, and high-quality official statistics.
-
D.
Babson’s Statistical Organization
Babson’s Statistical Organization was an early 20th-century economic and financial analysis firm known for providing business forecasts and market statistics to investors and corporations.
-
E.
Statistics Act
The Statistics Act is the Canadian federal law that governs the collection, analysis, and dissemination of official statistics, establishing the authority and responsibilities of Statistics Canada.
- 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_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5338ce7e481908ee69ffe4f30d5a4 |
completed | April 19, 2026, 7:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04f87c67d88190a87482eccaf91270 |
completed | May 13, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_6a04f9adb7e88190ab5cf82412fc4e11 |
completed | May 13, 2026, 10:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04fa3fc8348190970145b3718cb01d |
completed | May 13, 2026, 10:25 p.m. |
Created at: April 10, 2026, 11:37 a.m.