Triple

T7779656
Position Surface form Disambiguated ID Type / Status
Subject EU–US Privacy Shield E221479 entity
Predicate requiredComplianceWith P40383 FINISHED
Object Privacy Shield Principles
The Privacy Shield Principles are a set of data protection rules that governed how participating U.S. organizations had to handle and safeguard personal data transferred from the European Union under the former EU–US Privacy Shield framework.
E221479 NE FINISHED

How this triple was built (5 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: Privacy Shield Principles | Statement: [EU–US Privacy Shield, requiredComplianceWith, Privacy Shield Principles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Privacy Shield Principles
Context triple: [EU–US Privacy Shield, requiredComplianceWith, Privacy Shield Principles]
  • A. EU–US Privacy Shield
    The EU–US Privacy Shield was a transatlantic data transfer framework that governed how companies could legally move personal data from the European Union to the United States while aiming to ensure adequate privacy protections.
  • B. EU–US Data Privacy Framework
    The EU–US Data Privacy Framework is a transatlantic data-transfer agreement that sets rules and safeguards for protecting the personal data of EU citizens when it is transferred to and processed in the United States.
  • C. Privacy Protection Study Commission
    The Privacy Protection Study Commission was a temporary independent U.S. body tasked with examining and recommending improvements to federal privacy practices and protections for personal information.
  • D. GDPR
    The GDPR (General Data Protection Regulation) is a comprehensive European Union data protection law that governs how organizations collect, process, and store personal data of individuals in the EU.
  • E. Trust Principles
    The Trust Principles are a set of foundational ethical and editorial guidelines that ensure Reuters operates with independence, integrity, and freedom from bias or external influence.
  • 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: Privacy Shield Principles
Triple: [EU–US Privacy Shield, requiredComplianceWith, Privacy Shield Principles]
Generated description
The Privacy Shield Principles are a set of data protection rules that governed how participating U.S. organizations had to handle and safeguard personal data transferred from the European Union under the former EU–US Privacy Shield framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Privacy Shield Principles
Target entity description: The Privacy Shield Principles are a set of data protection rules that governed how participating U.S. organizations had to handle and safeguard personal data transferred from the European Union under the former EU–US Privacy Shield framework.
  • A. EU–US Privacy Shield chosen
    The EU–US Privacy Shield was a transatlantic data transfer framework that governed how companies could legally move personal data from the European Union to the United States while aiming to ensure adequate privacy protections.
  • B. EU–US Data Privacy Framework
    The EU–US Data Privacy Framework is a transatlantic data-transfer agreement that sets rules and safeguards for protecting the personal data of EU citizens when it is transferred to and processed in the United States.
  • C. Privacy Protection Study Commission
    The Privacy Protection Study Commission was a temporary independent U.S. body tasked with examining and recommending improvements to federal privacy practices and protections for personal information.
  • D. GDPR
    The GDPR (General Data Protection Regulation) is a comprehensive European Union data protection law that governs how organizations collect, process, and store personal data of individuals in the EU.
  • E. Trust Principles
    The Trust Principles are a set of foundational ethical and editorial guidelines that ensure Reuters operates with independence, integrity, and freedom from bias or external influence.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: requiredComplianceWith
Context triple: [EU–US Privacy Shield, requiredComplianceWith, Privacy Shield Principles]
  • A. complianceRequiredFor chosen
    Indicates that one entity must adhere to or satisfy the rules, standards, or conditions defined by another entity.
  • B. indicatesComplianceWith
    Indicates that one entity conforms to, satisfies, or adheres to the rules, standards, or requirements specified by another entity or framework.
  • C. requiresComplianceTestingBy
    Indicates that one entity must undergo compliance testing conducted or overseen by another entity.
  • D. requiredBy
    Indicates that one entity depends on or cannot function properly without another entity being present, completed, or satisfied.
  • E. regulatesComplianceWith
    Indicates that one entity oversees, enforces, or sets rules to ensure another entity adheres to specified standards, laws, or requirements.
  • F. None of above.

Provenance (6 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_69ca83ebbef881909ac47f789145fef7 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cae7e779ec8190b77296d9c2ac3210 completed March 30, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69caf5af0a6c819091f43ac7eda2065e completed March 30, 2026, 10:14 p.m.
NEDg Description generation batch_69caf81d934881908fa41ebd43f3b2e2 completed March 30, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69caf9f86d808190880f7bb2fc8d4fe3 completed March 30, 2026, 10:32 p.m.
PD Predicate disambiguation batch_69caa488532c819093ac40bba0b3c7ef completed March 30, 2026, 4:27 p.m.
Created at: March 30, 2026, 4:19 p.m.