Triple

T18519914
Position Surface form Disambiguated ID Type / Status
Subject Public Law 107-347 (Title V) E452556 entity
Predicate designates P974 FINISHED
Object 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.
E1329166 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 the Census as a statistical agency eligible for data sharing | Statement: [Public Law 107-347 (Title V), designates, Bureau of the Census as a statistical agency eligible for data sharing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bureau of the Census as a statistical agency eligible for data sharing
Context triple: [Public Law 107-347 (Title V), designates, Bureau of the Census as a statistical agency eligible for data sharing]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Statistical Policy Directives
    Statistical Policy Directives are authoritative U.S. federal guidelines that standardize how government agencies collect, produce, and disseminate official statistics.
  • 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 the Census as a statistical agency eligible for data sharing
Triple: [Public Law 107-347 (Title V), designates, Bureau of the Census as a statistical agency eligible for data sharing]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bureau of the Census as a statistical agency eligible for data sharing
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Statistical Policy Directives
    Statistical Policy Directives are authoritative U.S. federal guidelines that standardize how government agencies collect, produce, and disseminate official statistics.
  • 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_6a04916eeed88190bf8df75fc83ba145 completed May 13, 2026, 2:57 p.m.
NEDg Description generation batch_6a04924c2fd08190a824c470b732626f completed May 13, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_6a0492e3a6dc8190902bb46bec64c07e completed May 13, 2026, 3:04 p.m.
Created at: April 10, 2026, 11:37 a.m.